downstream task

UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior CVPR 2025 A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives CVPR 2024 Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NeurIPS 2024 A Survey of AMR Applications EMNLP 2024 A Taxonomy for Data Contamination in Large Language Models ACL 2024 Audiocite.net : A Large Spoken Read Dataset in French COLING 2024 Collaborative Performance Prediction for Large Language Models EMNLP 2024 Constrained Probabilistic Mask Learning for Task-Specific Undersampled MRI Reconstruction WACV 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NeurIPS 2024 COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation ACL 2024 Deciphering the Projection Head: Representation Evaluation Self-supervised Learning IJCAI 2024 Disentangled Pre-Training for Image Matting WACV 2024 Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning NeurIPS 2024 Do Language Models Care about Text Quality? Evaluating Web-Crawled Corpora across 11 Languages COLING 2024 Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings COLING 2024 Explicit over Implict: Explicit Diversity Conditions for Effective Question Answer Generation COLING 2024 Exploring Language Representation through a Resource Inventory Project ACL 2024 Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning? ICLR 2024 Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models ICML 2024 GuardEmb: Dynamic Watermark for Safeguarding Large Language Model Embedding Service Against Model Stealing Attack EMNLP 2024 Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks COLING 2024 Junk DNA Hypothesis: Pruning Small Pre-Trained Weights Irreversibly and Monotonically Impairs “Difficult" Downstream Tasks in LLMs ICML 2024 Latent Space Symmetry Discovery ICML 2024 Meaning Representations for Natural Languages: Design, Models and Applications COLING 2024 Memorization in Self-Supervised Learning Improves Downstream Generalization ICLR 2024