Deep Learning

Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information ACL 2025 Does Training on Synthetic Data Make Models Less Robust? NAACL 2025 Does Training with Synthetic Data Truly Protect Privacy? ICLR 2025 Does Vision Still Help? Multimodal Translation with CLIP-Based Image Selection AACL 2025 Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? ICCV 2025 DoF: A Diffusion Factorization Framework for Offline Multi-Agent Reinforcement Learning ICLR 2025 DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting CVPR 2025 DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal CVPR 2025 DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025 DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025 Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization CVPR 2025 Do It Yourself (DIY): Modifying Images for Poems in a Zero-Shot Setting Using Weighted Prompt Manipulation EMNLP 2025 Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels ICCV 2025 Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025 DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization ICCV 2025 Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025 Do LLMs Give Psychometrically Plausible Responses in Educational Assessments? ACL 2025 Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025 DOLPHIN: A Programmable Framework for Scalable Neurosymbolic Learning ICML 2025 Domain Adaptation and Entanglement: an Optimal Transport Perspective AISTATS 2025 Domain Adaptation of Foundation LLMs for e-Commerce ACL 2025 Domain Adaptation with Hybrid Modeling for Learning Dynamical Systems ACML 2025 Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025 Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space ICML 2025 Domain Adaptive Unfolded Graph Neural Networks AAAI 2025