Representation Learning

MASTER: Market-Guided Stock Transformer for Stock Price Forecasting AAAI 2024 Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching ICLR 2024 Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings NAACL 2024 MatrixNet: Learning over symmetry groups using learned group representations NeurIPS 2024 MaViLS, a Benchmark Dataset for Video-to-Slide Alignment, Assessing Baseline Accuracy with a Multimodal Alignment Algorithm Leveraging Speech, OCR, and Visual Features Interspeech 2024 Maximum entropy GFlowNets with soft Q-learning AISTATS 2024 MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024 Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective ICML 2024 Mean Field Theory in Deep Metric Learning ICLR 2024 Meaning Representations from Trajectories in Autoregressive Models ICLR 2024 Measuring Cross-lingual Transfer in Bytes NAACL 2024 Measuring Cross-Text Cohesion for Segmentation Similarity Scoring COLING 2024 Measuring Dejavu Memorization Efficiently NeurIPS 2024 Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models NeurIPS 2024 Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features AAAI 2024 Measuring Vision-Language STEM Skills of Neural Models ICLR 2024 MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries ACL 2024 Medical diffusion on a budget: Textual Inversion for medical image generation MIDL 2024 Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge COLING 2024 MeLLoC: Lossless Compression with High-order Mechanism Learning NeurIPS 2024 Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture ICML 2024 Memorization With Neural Nets: Going Beyond the Worst Case JMLR 2024 Memorizing Documents with Guidance in Large Language Models IJCAI 2024 Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation ICLR 2024 Memory-Efficient LLM Training with Online Subspace Descent NeurIPS 2024