Deep Learning

Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport ICLR 2025 Learning Strategy Representation for Imitation Learning in Multi-Agent Games AAAI 2025 Learning Streaming Video Representation via Multitask Training ICCV 2025 Learning system dynamics without forgetting ICLR 2025 Learning Task Representations from In-Context Learning ACL 2025 Learning Temporally Consistent Video Depth from Video Diffusion Priors CVPR 2025 Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025 Learning Theorem Rationale for Improving the Mathematical Reasoning Capability of Large Language Models AAAI 2025 Learning the Power of "No": Foundation Models with Negations WACV 2025 Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains ICML 2025 Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning EMNLP 2025 Learning to Discover Regulatory Elements for Gene Expression Prediction ICLR 2025 Learning to Discretize Denoising Diffusion ODEs ICLR 2025 Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization ICLR 2025 Learning to Filter Outlier Edges in Global SfM CVPR 2025 Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels ICLR 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025 Learning to Generate Projections for Reducing Dimensionality of Heterogeneous Linear Programming Problems ICML 2025 Learning to Generate Structured Output with Schema Reinforcement Learning ACL 2025 Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval AAAI 2025 Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025 Learning to Highlight Audio by Watching Movies CVPR 2025 Learning to (Learn at Test Time): RNNs with Expressive Hidden States ICML 2025 Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025 Learning to Match Unpaired Data with Minimum Entropy Coupling ICML 2025