Representation Learning

Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving AAAI 2025 DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions AAAI 2025 DualCodec: A Low-Frame-Rate, Semantically-Enhanced Neural Audio Codec for Speech Generation Interspeech 2025 Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis AAAI 2025 DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation Interspeech 2025 DV-Matcher: Deformation-based Non-rigid Point Cloud Matching Guided by Pre-trained Visual Features CVPR 2025 E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 2025 EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation CVPR 2025 EDENet: Echo Direction Encoding Network for Place Recognition Based on Ground Penetrating Radar AAAI 2025 EditCLIP: Representation Learning for Image Editing ICCV 2025 Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025 Effective Disjoint Representational Learning for Anatomical Segmentation MIDL 2025 Efficient Core-set Selection for Deep Learning Through Squared Loss Minimization ICML 2025 Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow ICML 2025 Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025 Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration ACL 2025 Elastic Representation: Mitigating Spurious Correlations for Group Robustness AISTATS 2025 Embeddings for Numerical Features Using tanh Activation ACL 2025 Emergence-Inspired Multi-Granularity Causal Learning AAAI 2025 ENAHPool: The Edge-Node Attention-based Hierarchical Pooling for Graph Neural Networks ICML 2025 Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025 Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025 Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025 Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment AAAI 2025 Enhancing Implicit Neural Representations via Symmetric Power Transformation AAAI 2025