Pretraining

Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets ICLR 2025 Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation ICCV 2025 Efficient Personalized Adaptation for Physiological Signal Foundation Model ICML 2025 Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration ACL 2025 Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders Interspeech 2025 Efficient Speech Translation through Model Compression and Knowledge Distillation ACL 2025 Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration ICCV 2025 EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition ICLR 2025 EgoM2P: Egocentric Multimodal Multitask Pretraining ICCV 2025 ELFS: Label-Free Coreset Selection with Proxy Training Dynamics ICLR 2025 EmoEdit: Evoking Emotions through Image Manipulation CVPR 2025 Enhance Vision-Language Alignment with Noise AAAI 2025 Enhancing Acoustic-to-Articulatory Inversion with Multi-Target Pretraining for Low-Resource Settings Interspeech 2025 Enhancing Indian Sign Language Translation via Motion-Aware Modeling AACL 2025 Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training EMNLP 2025 Enhancing Pre-trained Representation Classifiability can Boost its Interpretability ICLR 2025 Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025 Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse COLING 2025 EntitySAM: Segment Everything in Video CVPR 2025 Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025 EvA: Erasing Spurious Correlations with Activations ICLR 2025 ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts ICML 2025 Exploring Task-Level Optimal Prompts for Visual In-Context Learning AAAI 2025 F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics CVPR 2025 Fast and Low-Cost Genomic Foundation Models via Outlier Removal ICML 2025