Representation Learning

Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024 Learning Scale-Aware Spatio-temporal Implicit Representation for Event-based Motion Deblurring ICML 2024 Learning Structured Representations with Hyperbolic Embeddings NeurIPS 2024 Learning Successor Features the Simple Way NeurIPS 2024 Learning symmetries via weight-sharing with doubly stochastic tensors NeurIPS 2024 Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024 Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024 Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System EMNLP 2024 Learning to Paraphrase for Alignment with LLM Preference EMNLP 2024 Learning to Shape In-distribution Feature Space for Out-of-distribution Detection NeurIPS 2024 Learning Transferable Features for Implicit Neural Representations NeurIPS 2024 Learning Visual Abstract Reasoning through Dual-Stream Networks AAAI 2024 Learning with 3D rotations, a hitchhiker’s guide to SO(3) ICML 2024 Length-aware Byte Pair Encoding for Mitigating Over-segmentation in Korean Machine Translation ACL 2024 Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement WACV 2024 Leveraging Linguistically Enhanced Embeddings for Open Information Extraction COLING 2024 LiDAR-based Person Re-identification CVPR 2024 Linear Layer Extrapolation for Fine-Grained Emotion Classification EMNLP 2024 Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024 LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis Functions AAAI 2024 Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective EMNLP 2024 Locating and Extracting Relational Concepts in Large Language Models ACL 2024 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024 LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling CVPR 2024 Maestro: Uncovering Low-Rank Structures via Trainable Decomposition ICML 2024