Representation Learning

Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis EMNLP 2024 KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation CVPR 2024 KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction NAACL 2024 KU Leuven / Brepols-CTLO at EvaLatin 2024: Span Extraction Approaches for Latin Dependency Parsing COLING 2024 KVQ: Kwai Video Quality Assessment for Short-form Videos CVPR 2024 L2B: Learning to Bootstrap Robust Models for Combating Label Noise CVPR 2024 LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection CVPR 2024 Label Confidence Weighted Learning for Target-level Sentence Simplification EMNLP 2024 Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024 LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition CVPR 2024 LAM3D: Large Image-Point Clouds Alignment Model for 3D Reconstruction from Single Image NeurIPS 2024 Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NeurIPS 2024 Lane2Seq: Towards Unified Lane Detection via Sequence Generation CVPR 2024 LangCell: Language-Cell Pre-training for Cell Identity Understanding ICML 2024 LangSplat: 3D Language Gaussian Splatting CVPR 2024 LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment ICLR 2024 Language Control Diffusion: Efficiently Scaling through Space, Time, and Tasks ICLR 2024 Language-guided Image Reflection Separation CVPR 2024 Language-guided Skill Learning with Temporal Variational Inference ICML 2024 Language-Independent Representations Improve Zero-Shot Summarization NAACL 2024 Language Model Decoding as Direct Metrics Optimization ICLR 2024 Language Models as Hierarchy Encoders NeurIPS 2024 Language Models as Inductive Reasoners EACL 2024 Language Models Implement Simple Word2Vec-style Vector Arithmetic NAACL 2024 Language Models Represent Space and Time ICLR 2024