Deep Learning

A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025 A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features ICML 2025 AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025 Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025 Action-Conditioned Hamiltonian Generative Networks (AC-HGN) for Supervised and Reinforcement Learning L4DC 2025 Action Detail Matters: Refining Video Recognition with Local Action Queries CVPR 2025 ActionDiffusion: An Action-Aware Diffusion Model for Procedure Planning in Instructional Videos WACV 2025 Action Dubber: Timing Audible Actions via Inflectional Flow ICML 2025 Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional ICML 2025 Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025 Activation by Interval-wise Dropout: A Simple Way to Prevent Neural Networks from Plasticity Loss ICML 2025 Activation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention ACL 2025 Activation Subspaces for Out-of-Distribution Detection ICCV 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025 Active Hyperspectral Imaging Using an Event Camera CVPR 2025 Active Learning for Continual Learning: Keeping the Past Alive in the Present ICLR 2025 Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations ICML 2025 Active Learning for Image Segmentation with Binary User Feedback WACV 2025 Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes ICML 2025 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025 Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025 AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025 AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025 AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction AAAI 2025