Transfer Learning - 2024-06

Publish Date Title Authors PDF Translate Read Code
2024-06-28 LLaRA: Supercharging Robot Learning Data for Vision-Language Policy Xiang Li et.al. 2406.20095 translate read link
2024-06-28 Minimax And Adaptive Transfer Learning for Nonparametric Classification under Distributed Differential Privacy Constraints Arnab Auddy et.al. 2406.20088 translate read null
2024-06-28 Malaria Cell Detection Using Deep Neural Networks Saurabh Sawant et.al. 2406.20005 translate read null
2024-06-28 Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation Michal Muszynski et.al. 2406.19888 translate read null
2024-06-27 STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning Yanan Zhang et.al. 2406.19362 translate read null
2024-06-27 ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Nazanin Moradinasab et.al. 2406.19225 translate read null
2024-06-27 T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings Björn Deiseroth et.al. 2406.19223 translate read null
2024-06-27 Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Data Lukas Malte Kemeter et.al. 2406.19175 translate read null
2024-06-27 Towards Learning Abductive Reasoning using VSA Distributed Representations Giacomo Camposampiero et.al. 2406.19121 translate read link
2024-06-27 Zero-shot domain adaptation based on dual-level mix and contrast Yu Zhe et.al. 2406.18996 translate read null
2024-06-27 Applying LLMs for Rescoring N-best ASR Hypotheses of Casual Conversations: Effects of Domain Adaptation and Context Carry-over Atsunori Ogawa et.al. 2406.18972 translate read null
2024-06-27 Learning Modality Knowledge Alignment for Cross-Modality Transfer Wenxuan Ma et.al. 2406.18864 translate read null
2024-06-27 Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for On-Board Semantic Segmentation Tao Lian et.al. 2406.18809 translate read null
2024-06-26 RouteLLM: Learning to Route LLMs with Preference Data Isaac Ong et.al. 2406.18665 translate read null
2024-06-26 Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao et.al. 2406.18516 translate read link
2024-06-26 Mental Modeling of Reinforcement Learning Agents by Language Models Wenhao Lu et.al. 2406.18505 translate read null
2024-06-26 Towards Human-Level 3D Relative Pose Estimation: Generalizable, Training-Free, with Single Reference Yuan Gao et.al. 2406.18453 translate read link
2024-06-26 Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets Simon Münker et.al. 2406.18239 translate read null
2024-06-26 VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes et.al. 2406.18176 translate read null
2024-06-26 3D-MVP: 3D Multiview Pretraining for Robotic Manipulation Shengyi Qian et.al. 2406.18158 translate read null
2024-06-26 SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jian Song et.al. 2406.18151 translate read null
2024-06-26 CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection Meiying Zhang et.al. 2406.18129 translate read null
2024-06-26 Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints Ran Song et.al. 2406.18085 translate read link
2024-06-26 Few-Shot Medical Image Segmentation with High-Fidelity Prototypes Song Tang et.al. 2406.18074 translate read link
2024-06-25 Transfer Learning for High Dimensional Robust Regression Xiaohui Yuan et.al. 2406.17567 translate read null
2024-06-26 Minimal Interaction Edge Tuning: A New Paradigm for Visual Adaptation Ningyuan Tang et.al. 2406.17559 translate read null
2024-06-25 Towards Federated Low-Rank Adaptation with Rank-Heterogeneous Communication Yuji Byun et.al. 2406.17477 translate read null
2024-06-25 Investigating Self-Supervised Methods for Label-Efficient Learning Srinivasa Rao Nandam et.al. 2406.17460 translate read null
2024-06-25 Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen et.al. 2406.17343 translate read null
2024-06-25 Leveraging Parameter-Efficient Transfer Learning for Multi-Lingual Text-to-Speech Adaptation Yingting Li et.al. 2406.17257 translate read null
2024-06-25 Self-Supervised Embeddings for Detecting Individual Symptoms of Depression Sri Harsha Dumpala et.al. 2406.17229 translate read null
2024-06-24 Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation Jingru Fu et.al. 2406.16848 translate read null
2024-06-24 Convolutional neural network for Lyman break galaxies classification and redshift regression in DESI (Dark Energy Spectroscopic Instrument) Julien Taran et.al. 2406.16730 translate read null
2024-06-24 Robust NLoS Localization in 5G mmWave Networks: Data-based Methods and Performance Roman Klus et.al. 2406.16519 translate read null
2024-06-24 Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting Tiange Zhang et.al. 2406.16422 translate read link
2024-06-23 Accelerating Matrix Diagonalization through Decision Transformers with Epsilon-Greedy Optimization Kshitij Bhatta et.al. 2406.16191 translate read null
2024-06-23 Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods Jan Ignatowicz et.al. 2406.16187 translate read null
2024-06-23 Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking Yuwei Zhang et.al. 2406.16148 translate read link
2024-06-23 Federated Transfer Learning Aided Interference Classification in GNSS Signals Min Jiang et.al. 2406.16102 translate read null
2024-06-22 Bone Fracture Classification using Transfer Learning Shyam Gupta et.al. 2406.15958 translate read link
2024-06-22 Learning When the Concept Shifts: Confounding, Invariance, and Dimension Reduction Kulunu Dharmakeerthi et.al. 2406.15904 translate read null
2024-06-21 GOAL: A Generalist Combinatorial Optimization Agent Learner Darko Drakulic et.al. 2406.15079 translate read null
2024-06-21 Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation Shamane Siriwardhana et.al. 2406.14971 translate read null
2024-06-21 Uni-Mol2: Exploring Molecular Pretraining Model at Scale Xiaohong Ji et.al. 2406.14969 translate read null
2024-06-21 70B-parameter large language models in Japanese medical question-answering Issey Sukeda et.al. 2406.14882 translate read null
2024-06-21 MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Zhuoxiao Chen et.al. 2406.14878 translate read null
2024-06-21 Word Matters: What Influences Domain Adaptation in Summarization? Yinghao Li et.al. 2406.14828 translate read null
2024-06-20 Understanding Finetuning for Factual Knowledge Extraction Gaurav Ghosal et.al. 2406.14785 translate read null
2024-06-20 Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks Sefika Efeoglu et.al. 2406.14745 translate read null
2024-06-20 Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu et.al. 2406.14709 translate read null
2024-06-20 Depth $F_1$ : Improving Evaluation of Cross-Domain Text Classification by Measuring Semantic Generalizability Parker Seegmiller et.al. 2406.14695 translate read null
2024-06-20 Decoding Vocal Articulations from Acoustic Latent Representations Mateo Cámara et.al. 2406.14379 translate read null
2024-06-20 Robust Few-shot Transfer Learning for Knowledge Base Question Answering with Unanswerable Questions Riya Sawhney et.al. 2406.14313 translate read null
2024-06-20 Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach Mengcheng Lan et.al. 2406.14274 translate read link
2024-06-20 Multi-modal Transfer Learning between Biological Foundation Models Juan Jose Garau-Luis et.al. 2406.14150 translate read null
2024-06-20 Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling Cassio F. Dantas et.al. 2406.14087 translate read link
2024-06-20 Information Guided Regularization for Fine-tuning Language Models Mandar Sharma et.al. 2406.14005 translate read link
2024-06-20 Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio Li Li et.al. 2406.13982 translate read null
2024-06-20 Generalization error of min-norm interpolators in transfer learning Yanke Song et.al. 2406.13944 translate read null
2024-06-20 Semi-supervised Regression Analysis with Model Misspecification and High-dimensional Data Ye Tian et.al. 2406.13906 translate read null
2024-06-19 Neuro-symbolic Training for Reasoning over Spatial Language Tanawan Premsri et.al. 2406.13828 translate read null
2024-06-18 Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video Xiangming Zhu et.al. 2406.12769 translate read null
2024-06-18 BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity Zahra Gharaee et.al. 2406.12723 translate read link
2024-06-18 Online-Adaptive Anomaly Detection for Defect Identification in Aircraft Assembly Siddhant Shete et.al. 2406.12698 translate read null
2024-06-18 Spatial Sequence Attention Network for Schizophrenia Classification from Structural Brain MR Images Nagur Shareef Shaik et.al. 2406.12683 translate read null
2024-06-18 News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana et.al. 2406.12634 translate read link
2024-06-18 Unsupervised Online Continual Learning for Automatic Speech Recognition Steven Vander Eeckt et.al. 2406.12503 translate read null
2024-06-18 Automated MRI Quality Assessment of Brain T1-weighted MRI in Clinical Data Warehouses: A Transfer Learning Approach Relying on Artefact Simulation Sophie Loizillon et.al. 2406.12448 translate read null
2024-06-18 A Compass for Navigating the World of Sentence Embeddings for the Telecom Domain Sujoy Roychowdhury et.al. 2406.12336 translate read null
2024-06-18 JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning Boyu Chen et.al. 2406.12292 translate read null
2024-06-18 VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation Yu-hsuan Chen et.al. 2406.12286 translate read null
2024-06-17 Faces of Experimental Pain: Transferability of Deep Learned Heat Pain Features to Electrical Pain Pooja Prajod et.al. 2406.11808 translate read null
2024-06-17 Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection Yecheol Kim et.al. 2406.11313 translate read link
2024-06-17 Syn-to-Real Unsupervised Domain Adaptation for Indoor 3D Object Detection Yunsong Wang et.al. 2406.11311 translate read null
2024-06-16 A Unified View of Abstract Visual Reasoning Problems Mikołaj Małkiński et.al. 2406.11068 translate read null
2024-06-16 Generalization and Knowledge Transfer in Abstract Visual Reasoning Models Mikołaj Małkiński et.al. 2406.11061 translate read null
2024-06-16 Physics-Informed Deep Learning and Partial Transfer Learning for Bearing Fault Diagnosis in the Presence of Highly Missing Data Mohammadreza Kavianpour et.al. 2406.11023 translate read null
2024-06-16 ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna et.al. 2406.10973 translate read null
2024-06-16 COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection Yi Ouyang et.al. 2406.10870 translate read null
2024-06-16 On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning Jeongheon Oh et.al. 2406.10815 translate read null
2024-06-16 ptt5-v2: A Closer Look at Continued Pretraining of T5 Models for the Portuguese Language Marcos Piau et.al. 2406.10806 translate read null
2024-06-14 Quantifying Variance in Evaluation Benchmarks Lovish Madaan et.al. 2406.10229 translate read null
2024-06-14 PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting Alex Hanson et.al. 2406.10219 translate read null
2024-06-14 Improving rule mining via embedding-based link prediction N’Dah Jean Kouagou et.al. 2406.10144 translate read link
2024-06-14 Comparison of fine-tuning strategies for transfer learning in medical image classification Ana Davila et.al. 2406.10050 translate read null
2024-06-14 Intepretative Deep Learning using Domain Adaptation for Fluorescence Spectroscopy Umberto Michelucci et.al. 2406.10031 translate read null
2024-06-14 Group and Shuffle: Efficient Structured Orthogonal Parametrization Mikhail Gorbunov et.al. 2406.10019 translate read null
2024-06-14 Deep Learning Models to Automate the Scoring of Hand Radiographs for Rheumatoid Arthritis Zhiyan Bo et.al. 2406.09980 translate read null
2024-06-14 Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation Brunó B. Englert et.al. 2406.09896 translate read link
2024-06-14 A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation Yongkang Liu et.al. 2406.09881 translate read null
2024-06-14 TabularFM: An Open Framework For Tabular Foundational Models Quan M. Tran et.al. 2406.09837 translate read null
2024-06-13 Explore the Limits of Omni-modal Pretraining at Scale Yiyuan Zhang et.al. 2406.09412 translate read link
2024-06-13 Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models Lukas Thede et.al. 2406.09384 translate read null
2024-06-13 Efficient Discrepancy Testing for Learning with Distribution Shift Gautam Chandrasekaran et.al. 2406.09373 translate read null
2024-06-13 Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan et.al. 2406.09353 translate read null
2024-06-13 Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn’t Chihiro Taguchi et.al. 2406.09202 translate read null
2024-06-13 Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation Lincan Cai et.al. 2406.09003 translate read null
2024-06-12 LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach Maria Pilligua et.al. 2406.08610 translate read link
2024-06-12 Quantum Hardware-Enabled Molecular Dynamics via Transfer Learning Abid Khan et.al. 2406.08554 translate read null
2024-06-12 On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models Hashmat Shadab Malik et.al. 2406.08486 translate read link
2024-06-12 Strategies for Pretraining Neural Operators Anthony Zhou et.al. 2406.08473 translate read link
2024-06-12 The Impact of Initialization on LoRA Finetuning Dynamics Soufiane Hayou et.al. 2406.08447 translate read null
2024-06-12 PRIBOOT: A New Data-Driven Expert for Improved Driving Simulations Daniel Coelho et.al. 2406.08421 translate read null
2024-06-12 Is Programming by Example solved by LLMs? Wen-Ding Li et.al. 2406.08316 translate read null
2024-06-12 Measuring model variability using robust non-parametric testing Sinjini Banerjee et.al. 2406.08307 translate read null
2024-06-12 Beyond the Mean: Differentially Private Prototypes for Private Transfer Learning Dariush Wahdany et.al. 2406.08039 translate read null
2024-06-12 Emotional Conversation: Empowering Talking Faces with Cohesive Expression, Gaze and Pose Generation Jiadong Liang et.al. 2406.07895 translate read null
2024-06-12 SE/BN Adapter: Parametric Efficient Domain Adaptation for Speaker Recognition Tianhao Wang et.al. 2406.07832 translate read null
2024-06-11 Unleashing the Power of Transfer Learning Model for Sophisticated Insect Detection: Revolutionizing Insect Classification Md. Mahmudul Hasan et.al. 2406.07716 translate read null
2024-06-11 Learning Domain-Invariant Features for Out-of-Context News Detection Yimeng Gu et.al. 2406.07430 translate read null
2024-06-11 Transferring Knowledge from Large Foundation Models to Small Downstream Models Shikai Qiu et.al. 2406.07337 translate read null
2024-06-11 Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach Challapalli Phanindra Revanth et.al. 2406.07332 translate read null
2024-06-11 Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? Qingkai Fang et.al. 2406.07289 translate read null
2024-06-11 Stepwise Regression and Pre-trained Edge for Robust Stereo Matching Weiqing Xiao et.al. 2406.06953 translate read null
2024-06-10 Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Dong Zhao et.al. 2406.06813 translate read null
2024-06-10 Video-based Exercise Classification and Activated Muscle Group Prediction with Hybrid X3D-SlowFast Network Manvik Pasula et.al. 2406.06703 translate read null
2024-06-10 Foundation Inference Models for Markov Jump Processes David Berghaus et.al. 2406.06419 translate read null
2024-06-10 Contrastive learning of T cell receptor representations Yuta Nagano et.al. 2406.06397 translate read link
2024-06-10 FPN-IAIA-BL: A Multi-Scale Interpretable Deep Learning Model for Classification of Mass Margins in Digital Mammography Julia Yang et.al. 2406.06386 translate read null
2024-06-10 Sim-To-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery Paul Maria Scheikl et.al. 2406.06092 translate read null
2024-06-10 Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval Yan Gao et.al. 2406.06073 translate read null
2024-06-10 MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models Zichun Yu et.al. 2406.06046 translate read link
2024-06-09 Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach Georgios Tsoumplekas et.al. 2406.05887 translate read null
2024-06-09 Source -Free Domain Adaptation for Speaker Verification in Data-Scarce Languages and Noisy Channels Shlomo Salo Elia et.al. 2406.05863 translate read null
2024-06-09 Utilizing Grounded SAM for self-supervised frugal camouflaged human detection Matthias Pijarowski et.al. 2406.05776 translate read null
2024-06-08 DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models Tzu-Quan Lin et.al. 2406.05464 translate read null
2024-06-07 Hibou: A Family of Foundational Vision Transformers for Pathology Dmitry Nechaev et.al. 2406.05074 translate read link
2024-06-07 Labeled Data Selection for Category Discovery Bingchen Zhao et.al. 2406.04898 translate read null
2024-06-07 Linearization and Homogenization of nonlinear elasticity close to stress-free joints Stefan Neukamm et.al. 2406.04831 translate read null
2024-06-07 FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch Virginia Aglietti et.al. 2406.04824 translate read null
2024-06-07 Evaluating and Mitigating IP Infringement in Visual Generative AI Zhenting Wang et.al. 2406.04662 translate read link
2024-06-07 Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models Gyutae Park et.al. 2406.04630 translate read null
2024-06-06 InaGVAD : a Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation David Doukhan et.al. 2406.04429 translate read null
2024-06-06 Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment Jiayi Guo et.al. 2406.04295 translate read link
2024-06-06 UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping Jie Zhao et.al. 2406.04111 translate read null
2024-06-06 Optimizing Multi-User Semantic Communication via Transfer Learning and Knowledge Distillation Loc X. Nguyen et.al. 2406.03773 translate read null
2024-06-06 LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification Chun Liu et.al. 2406.03725 translate read link
2024-06-06 M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering Anand Subramanian et.al. 2406.03699 translate read null
2024-06-06 Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Ding Huang et.al. 2406.03683 translate read link
2024-06-06 Transfer Learning for Latent Variable Network Models Akhil Jalan et.al. 2406.03437 translate read null
2024-06-05 SuperFormer: Volumetric Transformer Architectures for MRI Super-Resolution Cristhian Forigua et.al. 2406.03359 translate read link
2024-06-05 SYN2REAL: Leveraging Task Arithmetic for Mitigating Synthetic-Real Discrepancies in ASR Domain Adaptation Hsuan Su et.al. 2406.02925 translate read null
2024-06-06 Outdated Issue Aware Decoding for Factual Knowledge Editing Zengkui Sun et.al. 2406.02882 translate read null
2024-06-04 Randomized Geometric Algebra Methods for Convex Neural Networks Yifei Wang et.al. 2406.02806 translate read null
2024-06-04 Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation Peiliang Gong et.al. 2406.02635 translate read null
2024-06-04 An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders Scott C. Lowe et.al. 2406.02465 translate read link
2024-06-04 CADE: Cosine Annealing Differential Evolution for Spiking Neural Network Runhua Jiang et.al. 2406.02349 translate read link
2024-06-04 Towards Neural Architecture Search for Transfer Learning in 6G Networks Adam Orucu et.al. 2406.02333 translate read null
2024-06-04 M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation Daisuke Niizumi et.al. 2406.02032 translate read null
2024-06-04 Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMs Nik Bear Brown et.al. 2406.01943 translate read null
2024-06-03 Proxy Denoising for Source-Free Domain Adaptation Song Tang et.al. 2406.01658 translate read null
2024-06-03 EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Thanh-Dat Truong et.al. 2406.01429 translate read null
2024-06-03 Universal In-Context Approximation By Prompting Fully Recurrent Models Aleksandar Petrov et.al. 2406.01424 translate read link
2024-06-03 Multi-Agent Transfer Learning via Temporal Contrastive Learning Weihao Zeng et.al. 2406.01377 translate read null
2024-06-03 From Feature Visualization to Visual Circuits: Effect of Adversarial Model Manipulation Geraldin Nanfack et.al. 2406.01365 translate read null

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