Transfer Learning

Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025 EvaCun 2025 Shared Task: Lemmatization and Token Prediction in Akkadian and Sumerian using LLMs NAACL 2025 Evaluating Speech Foundation Models for Automatic Speech Recognition in the Low-Resource Kanyen’kéha Language Interspeech 2025 EvoCL: Continual Learning over Evolving Domains WACV 2025 Excluding the Impossible for Open Vocabulary Semantic Segmentation AAAI 2025 Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation CVPR 2025 Extending Automatic Machine Translation Evaluation to Book-Length Documents EMNLP 2025 Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens ICCV 2025 Feature Augmentation Based Test-Time Adaptation WACV 2025 Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025 FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning CVPR 2025 Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation ICML 2025 Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025 Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models ICCV 2025 Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning CVPR 2025 FFSTC 2: Extending the Fongbe to French Speech Translation Corpus ACL 2025 Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025 FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training CVPR 2025 FlexPose: Pose Distribution Adaptation with Limited Guidance AAAI 2025 FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture EMNLP 2025 FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models ICML 2025 Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection CVPR 2025 FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025 Foundation X: Integrating Classification Localization and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis WACV 2025