Transfer Learning - 2024-12

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2024-12-30 Investigating layer-selective transfer learning of QAOA parameters for Max-Cut problem Francesco Aldo Venturelli et.al. 2412.21071 translate read null
2024-12-30 Improving Location-based Thermal Emission Side-Channel Analysis Using Iterative Transfer Learning Tun-Chieh Lou et.al. 2412.21030 translate read null
2024-12-30 Attention Is All You Need For Mixture-of-Depths Routing Advait Gadhikar et.al. 2412.20875 translate read null
2024-12-30 Sample Correlation for Fingerprinting Deep Face Recognition Jiyang Guan et.al. 2412.20768 translate read link
2024-12-30 Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning Tomasz Rutowski et.al. 2412.20741 translate read null
2024-12-30 Prototypical Distillation and Debiased Tuning for Black-box Unsupervised Domain Adaptation Jian Liang et.al. 2412.20670 translate read null
2024-12-29 LEARNER: A Transfer Learning Method for Low-Rank Matrix Estimation Sean McGrath et.al. 2412.20605 translate read link
2024-12-29 Exploiting Aggregation and Segregation of Representations for Domain Adaptive Human Pose Estimation Qucheng Peng et.al. 2412.20538 translate read link
2024-12-29 PTQ4VM: Post-Training Quantization for Visual Mamba Younghyun Cho et.al. 2412.20386 translate read null
2024-12-29 Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation Xiaona Sun et.al. 2412.20337 translate read link
2024-12-27 EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIs Daniil A. Berdyshev et.al. 2412.19725 translate read link
2024-12-27 Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models Shuo Wang et.al. 2412.19449 translate read null
2024-12-27 An In-Depth Analysis of Adversarial Discriminative Domain Adaptation for Digit Classification Eugene Choi et.al. 2412.19391 translate read link
2024-12-26 Large Language Models for Market Research: A Data-augmentation Approach Mengxin Wang et.al. 2412.19363 translate read null
2024-12-26 Multi-Attribute Constraint Satisfaction via Language Model Rewriting Ashutosh Baheti et.al. 2412.19198 translate read null
2024-12-26 “I’ve Heard of You!”: Generate Spoken Named Entity Recognition Data for Unseen Entities Jiawei Yu et.al. 2412.19102 translate read null
2024-12-26 Assessing Pre-trained Models for Transfer Learning through Distribution of Spectral Components Tengxue Zhang et.al. 2412.19085 translate read null
2024-12-26 Robust Speech and Natural Language Processing Models for Depression Screening Y. Lu et.al. 2412.19072 translate read null
2024-12-26 DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion Yinghui Li et.al. 2412.19062 translate read link
2024-12-25 HAND: Hierarchical Attention Network for Multi-Scale Handwritten Document Recognition and Layout Analysis Mohammed Hamdan et.al. 2412.18981 translate read null
2024-12-24 Distilling Fine-grained Sentiment Understanding from Large Language Models Yice Zhang et.al. 2412.18552 translate read link
2024-12-24 On the Applicability of Zero-Shot Cross-Lingual Transfer Learning for Sentiment Classification in Distant Language Pairs Andre Rusli et.al. 2412.18188 translate read link
2024-12-24 Text-Aware Adapter for Few-Shot Keyword Spotting Youngmoon Jung et.al. 2412.18142 translate read null
2024-12-24 Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration Lucas Fernando Alvarenga e Silva et.al. 2412.18105 translate read link
2024-12-24 Multi-Point Positional Insertion Tuning for Small Object Detection Kanoko Goto et.al. 2412.18090 translate read null
2024-12-24 Heterogeneous transfer learning for high dimensional regression with feature mismatch Jae Ho Chang et.al. 2412.18081 translate read null
2024-12-23 ICPR 2024 Competition on Domain Adaptation and GEneralization for Character Classification (DAGECC) Sofia Marino et.al. 2412.17984 translate read null
2024-12-24 SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC Yue Deng et.al. 2412.17707 translate read link
2024-12-23 Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs Fabrizio Frasca et.al. 2412.17609 translate read null
2024-12-23 AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation Jiaqi Ma et.al. 2412.17601 translate read link
2024-12-23 Improved Cotton Leaf Disease Classification Using Parameter-Efficient Deep Learning Framework Aswini Kumar Patra et.al. 2412.17587 translate read null
2024-12-23 Domain adapted machine translation: What does catastrophic forgetting forget and why? Danielle Saunders et.al. 2412.17537 translate read null
2024-12-23 CALLIC: Content Adaptive Learning for Lossless Image Compression Daxin Li et.al. 2412.17464 translate read null
2024-12-23 Feature Based Methods Domain Adaptation for Object Detection: A Review Paper Helia Mohamadi et.al. 2412.17325 translate read null
2024-12-23 On the Feasibility of Vision-Language Models for Time-Series Classification Vinay Prithyani et.al. 2412.17304 translate read null
2024-12-23 Towards Unsupervised Model Selection for Domain Adaptive Object Detection Hengfu Yu et.al. 2412.17284 translate read null
2024-12-23 Trainingless Adaptation of Pretrained Models for Environmental Sound Classification Noriyuki Tonami et.al. 2412.17212 translate read null
2024-12-20 SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild Jannik Elsäßer et.al. 2412.16147 translate read null
2024-12-20 Monkey Transfer Learning Can Improve Human Pose Estimation Bradley Scott et.al. 2412.15966 translate read null
2024-12-20 Self-supervised Spatial-Temporal Learner for Precipitation Nowcasting Haotian Li et.al. 2412.15917 translate read link
2024-12-20 TelcoLM: collecting data, adapting, and benchmarking language models for the telecommunication domain Camille Barboule et.al. 2412.15891 translate read null
2024-12-20 CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures Kushagra Srivastava et.al. 2412.15637 translate read null
2024-12-20 Polaris: Multi-Fidelity Design Space Exploration of Deep Learning Accelerators Chirag Sakhuja et.al. 2412.15548 translate read null
2024-12-20 From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption Renhao Ye et.al. 2412.15533 translate read null
2024-12-20 The First Multilingual Model For The Detection of Suicide Texts Rodolfo Zevallos et.al. 2412.15498 translate read null
2024-12-20 GCA-3D: Towards Generalized and Consistent Domain Adaptation of 3D Generators Hengjia Li et.al. 2412.15491 translate read null
2024-12-19 A Multi-Fidelity Graph U-Net Model for Accelerated Physics Simulations Rini Jasmine Gladstone et.al. 2412.15372 translate read null
2024-12-19 Transfer Learning Meets Functional Linear Regression: No Negative Transfer under Posterior Drift Xiaoyu Hu et.al. 2412.14563 translate read null
2024-12-19 Drive-1-to-3: Enriching Diffusion Priors for Novel View Synthesis of Real Vehicles Chuang Lin et.al. 2412.14494 translate read null
2024-12-19 Color Enhancement for V-PCC Compressed Point Cloud via 2D Attribute Map Optimization Jingwei Bao et.al. 2412.14449 translate read null
2024-12-19 ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study Eric Modesitt et.al. 2412.14436 translate read link
2024-12-18 SEREP: Semantic Facial Expression Representation for Robust In-the-Wild Capture and Retargeting Arthur Josi et.al. 2412.14371 translate read null
2024-12-18 What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Jing Wang et.al. 2412.14301 translate read link
2024-12-18 Super-Resolution Generative Adversarial Network for Data Compression of Direct Numerical Simulations Ludovico Nista et.al. 2412.14150 translate read null
2024-12-18 Trustworthy Transfer Learning: A Survey Jun Wu et.al. 2412.14116 translate read null
2024-12-18 Language verY Rare for All Ibrahim Merad et.al. 2412.13924 translate read null
2024-12-18 Understanding and Analyzing Model Robustness and Knowledge-Transfer in Multilingual Neural Machine Translation using TX-Ray Vageesh Saxena et.al. 2412.13881 translate read null
2024-12-18 Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali Sharad Duwal et.al. 2412.13860 translate read null
2024-12-18 A Robust Anti-noise Scheme for RF Fingerprint Identification Junxian Shi et.al. 2412.13822 translate read null
2024-12-18 Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data Junki Mori et.al. 2412.13757 translate read null
2024-12-18 Bridge then Begin Anew: Generating Target-relevant Intermediate Model for Source-free Visual Emotion Adaptation Jiankun Zhu et.al. 2412.13577 translate read link
2024-12-18 FlexPose: Pose Distribution Adaptation with Limited Guidance Zixiao Wang et.al. 2412.13463 translate read null
2024-12-18 ConDo: Continual Domain Expansion for Absolute Pose Regression Zijun Li et.al. 2412.13452 translate read null
2024-12-17 Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm Thai-Hoang Pham et.al. 2412.13036 translate read null
2024-12-17 Differential Alignment for Domain Adaptive Object Detection Xinyu He et.al. 2412.12830 translate read null
2024-12-17 ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation Shiqi Huang et.al. 2412.12798 translate read link
2024-12-16 Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset Madiyar Alimov et.al. 2412.12349 translate read null
2024-12-16 Emergence of Abstractions: Concept Encoding and Decoding Mechanism for In-Context Learning in Transformers Seungwook Han et.al. 2412.12276 translate read null
2024-12-16 A Digital twin for Diesel Engines: Operator-infused PINNs with Transfer Learning for Engine Health Monitoring Kamaljyoti Nath et.al. 2412.11967 translate read null
2024-12-16 Gramian Multimodal Representation Learning and Alignment Giordano Cicchetti et.al. 2412.11959 translate read null
2024-12-16 Robust Contact-rich Manipulation through Implicit Motor Adaptation Teng Xue et.al. 2412.11829 translate read null
2024-12-16 HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation Ba Hung Ngo et.al. 2412.11819 translate read null
2024-12-16 CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector Tianheng Qiu et.al. 2412.11812 translate read null
2024-12-16 Prediction of social dilemmas in networked populations via graph neural networks Huaiyu Tan et.al. 2412.11775 translate read null
2024-12-16 Classification of Spiral Galaxies by Spiral Arm Number using Convolutional Neural Network Ming Wei Lee et.al. 2412.11696 translate read null
2024-12-16 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Eloy Geenjaar et.al. 2412.11695 translate read null
2024-12-16 Fast-staged CNN Model for Accurate pulmonary diseases and Lung cancer detection Abdelbaki Souid et.al. 2412.11681 translate read null
2024-12-16 Smoothness Really Matters: A Simple yet Effective Approach for Unsupervised Graph Domain Adaptation Wei Chen et.al. 2412.11654 translate read link
2024-12-13 A Universal Degradation-based Bridging Technique for Domain Adaptive Semantic Segmentation Wangkai Li et.al. 2412.10339 translate read null
2024-12-13 Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples Yeyuan Wang et.al. 2412.10029 translate read null
2024-12-13 Active Poisoning: Efficient Backdoor Attacks on Transfer Learning-Based Brain-Computer Interfaces X. Jiang et.al. 2412.09933 translate read null
2024-12-13 TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation Junrui Xiao et.al. 2412.09899 translate read null
2024-12-13 Data-Driven Transfer Learning Framework for Estimating Turning Movement Counts Xiaobo Ma et.al. 2412.09861 translate read null
2024-12-12 BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation Pablo Morales-Álvarez et.al. 2412.09718 translate read null
2024-12-12 TimeRefine: Temporal Grounding with Time Refining Video LLM Xizi Wang et.al. 2412.09601 translate read null
2024-12-12 Foundational Large Language Models for Materials Research Vaibhav Mishra et.al. 2412.09560 translate read null
2024-12-12 A Novel Ensemble-Based Deep Learning Model with Explainable AI for Accurate Kidney Disease Diagnosis Md. Arifuzzaman et.al. 2412.09472 translate read null
2024-12-12 Towards Robust and Fair Vision Learning in Open-World Environments Thanh-Dat Truong et.al. 2412.09439 translate read null
2024-12-12 Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy Alistair Plum et.al. 2412.09415 translate read null
2024-12-12 All You Need in Knowledge Distillation Is a Tailored Coordinate System Junjie Zhou et.al. 2412.09388 translate read null
2024-12-12 Prediction Aided by Surrogate Training Eric Xia et.al. 2412.09364 translate read null
2024-12-12 Stop Relearning: Model Reuse via Feature Distribution Analysis for Incremental Entity Resolution Victor Christen et.al. 2412.09355 translate read null
2024-12-12 Computer-Aided Osteoporosis Diagnosis Using Transfer Learning with Enhanced Features from Stacked Deep Learning Modules Ayesha Siddiqua et.al. 2412.09330 translate read null
2024-12-12 Transfer Learning of RSSI to Improve Indoor Localisation Performance Thanaphon Suwannaphong et.al. 2412.09292 translate read link
2024-12-11 Improving Satellite Imagery Masking using Multi-task and Transfer Learning Rangel Daroya et.al. 2412.08545 translate read null
2024-12-11 ALoRE: Efficient Visual Adaptation via Aggregating Low Rank Experts Sinan Du et.al. 2412.08341 translate read null
2024-12-11 Post-Hoc MOTS: Exploring the Capabilities of Time-Symmetric Multi-Object Tracking Gergely Szabó et.al. 2412.08313 translate read null
2024-12-11 Unified HT-CNNs Architecture: Transfer Learning for Segmenting Diverse Brain Tumors in MRI from Gliomas to Pediatric Tumors Ramy A. Zeineldin et.al. 2412.08240 translate read null
2024-12-11 Adaptive $^2$ : Adaptive Domain Mining for Fine-grained Domain Adaptation Modeling Wenxuan Sun et.al. 2412.08198 translate read null
2024-12-11 DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization Phan Phuong Mai Chau et.al. 2412.08196 translate read null
2024-12-10 PETALface: Parameter Efficient Transfer Learning for Low-resolution Face Recognition Kartik Narayan et.al. 2412.07771 translate read null
2024-12-10 Real-time Sign Language Recognition Using MobileNetV2 and Transfer Learning Smruti Jagtap et.al. 2412.07486 translate read null
2024-12-10 T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs Siyang Li et.al. 2412.07228 translate read link
2024-12-10 Monte Carlo Tree Search based Space Transfer for Black-box Optimization Shukuan Wang et.al. 2412.07186 translate read link
2024-12-10 An Enhancement of CNN Algorithm for Rice Leaf Disease Image Classification in Mobile Applications Kayne Uriel K. Rodrigo et.al. 2412.07182 translate read null
2024-12-10 Annotation Techniques for Judo Combat Phase Classification from Tournament Footage Anthony Miyaguchi et.al. 2412.07155 translate read null
2024-12-10 Unlocking TriLevel Learning with Level-Wise Zeroth Order Constraints: Distributed Algorithms and Provable Non-Asymptotic Convergence Yang Jiao et.al. 2412.07138 translate read null
2024-12-10 Enhancing radioisotope identification in gamma spectra with transfer learning Peter Lalor et.al. 2412.07069 translate read null
2024-12-09 Effective Text Adaptation for LLM-based ASR through Soft Prompt Fine-Tuning Yingyi Ma et.al. 2412.06967 translate read null
2024-12-09 Gen-3Diffusion: Realistic Image-to-3D Generation via 2D & 3D Diffusion Synergy Yuxuan Xue et.al. 2412.06698 translate read link
2024-12-09 Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation Shun Zhang et.al. 2412.06664 translate read null
2024-12-09 Class Balance Matters to Active Class-Incremental Learning Zitong Huang et.al. 2412.06642 translate read link
2024-12-09 Using optimal control to guide neural-network interpolation of continuously-parameterized gates Bikrant Bhattacharyya et.al. 2412.06623 translate read null
2024-12-09 Continual Learning for Segment Anything Model Adaptation Jinglong Yang et.al. 2412.06418 translate read link
2024-12-09 On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events Jesse Hagenaars et.al. 2412.06359 translate read null
2024-12-09 Representational Transfer Learning for Matrix Completion Yong He et.al. 2412.06233 translate read null
2024-12-09 Hate Speech According to the Law: An Analysis for Effective Detection Katerina Korre et.al. 2412.06144 translate read null
2024-12-09 SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Qiyu Liao et.al. 2412.06138 translate read null
2024-12-08 1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering Jebish Purbey et.al. 2412.06009 translate read null
2024-12-06 Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization Samuel Schapiro et.al. 2412.05169 translate read null
2024-12-06 DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data, Flexible Views, and Transformed Domains Fardad Dadboud et.al. 2412.04789 translate read link
2024-12-06 KNN-MMD: Cross Domain Wi-Fi Sensing Based on Local Distribution Alignment Zijian Zhao et.al. 2412.04783 translate read link
2024-12-06 Two stages domain invariant representation learners solve the large co-variate shift in unsupervised domain adaptation with two dimensional data domains Hisashi Oshima et.al. 2412.04682 translate read link
2024-12-05 Assessing and Learning Alignment of Unimodal Vision and Language Models Le Zhang et.al. 2412.04616 translate read link
2024-12-05 Moto: Latent Motion Token as the Bridging Language for Robot Manipulation Yi Chen et.al. 2412.04445 translate read link
2024-12-05 Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation Ilán Carretero et.al. 2412.04260 translate read null
2024-12-05 MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian Detection Erik Brorsson et.al. 2412.04117 translate read link
2024-12-05 Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data Abhijeet Parida et.al. 2412.04111 translate read link
2024-12-05 TransAdapter: Vision Transformer for Feature-Centric Unsupervised Domain Adaptation A. Enes Doruk et.al. 2412.04073 translate read link
2024-12-05 Boundary-Guided Learning for Gene Expression Prediction in Spatial Transcriptomics Mingcheng Qu et.al. 2412.04072 translate read link
2024-12-04 Automated galaxy sizes in Euclid images using the Segment Anything Model J. Vega-Ferrero et.al. 2412.03642 translate read null
2024-12-04 Streaming Detection of Queried Event Start Cristobal Eyzaguirre et.al. 2412.03567 translate read link
2024-12-04 RedStone: Curating General, Code, Math, and QA Data for Large Language Models Yaoyao Chang et.al. 2412.03398 translate read null
2024-12-04 Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewięźlikowski et.al. 2412.03215 translate read null
2024-12-04 Semi-Supervised Transfer Boosting (SS-TrBoosting) Lingfei Deng et.al. 2412.03212 translate read null
2024-12-04 Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images Ajinkya Deshpande et.al. 2412.03084 translate read null
2024-12-04 Bayesian Transfer Learning for Enhanced Estimation and Inference Daoyuan Lai et.al. 2412.02986 translate read null
2024-12-04 GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing Khawar Islam et.al. 2412.02366 translate read null
2024-12-03 AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation Jaehyun Choi et.al. 2412.02280 translate read null
2024-12-03 A Theoretical Framework for Acoustic Neighbor Embeddings Woojay Jeon et.al. 2412.02164 translate read null
2024-12-02 LLMs4Life: Large Language Models for Ontology Learning in Life Sciences Nadeen Fathallah et.al. 2412.02035 translate read link
2024-12-02 Pooling Solvent Mixtures for Solvation Free Energy Predictions Roel J. Leenhouts et.al. 2412.01982 translate read null
2024-12-02 The Evolution and Future Perspectives of Artificial Intelligence Generated Content Chengzhang Zhu et.al. 2412.01948 translate read null
2024-12-02 Cross Domain Adaptation using Adversarial networks with Cyclic loss Manpreet Kaur et.al. 2412.01935 translate read null
2024-12-02 World-consistent Video Diffusion with Explicit 3D Modeling Qihang Zhang et.al. 2412.01821 translate read null
2024-12-02 Transfer Learning for Control Systems via Neural Simulation Relations Alireza Nadali et.al. 2412.01783 translate read null
2024-12-02 FathomVerse: A community science dataset for ocean animal discovery Genevieve Patterson et.al. 2412.01701 translate read null

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