Representation Learning

Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels AISTATS 2024 SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings NAACL 2024 SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NeurIPS 2024 SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals ICML 2024 Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract) AAAI 2024 Sliced Denoising: A Physics-Informed Molecular Pre-Training Method ICLR 2024 SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter ICML 2024 Slot Abstractors: Toward Scalable Abstract Visual Reasoning ICML 2024 Slot State Space Models NeurIPS 2024 SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction NeurIPS 2024 Smoke and Mirrors in Causal Downstream Tasks NeurIPS 2024 S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NeurIPS 2024 Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models CVPR 2024 SMR: State Memory Replay for Long Sequence Modeling ACL 2024 SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction CVPR 2024 SODA: Bottleneck Diffusion Models for Representation Learning CVPR 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024 Soft-constrained Schrödinger Bridge: a Stochastic Control Approach AISTATS 2024 Soft Contrastive Learning for Time Series ICLR 2024 Soft convex quantization: revisiting Vector Quantization with convex optimization L4DC 2024 SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training COLING 2024 SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion NeurIPS 2024 Solving General Noisy Inverse Problem via Posterior Sampling: A Policy Gradient Viewpoint AISTATS 2024 Some Like It Small: Czech Semantic Embedding Models for Industry Applications AAAI 2024 Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation NAACL 2024