Representation Learning

Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning AAAI 2024 Learning Robotic Manipulation Policies from Point Clouds with Conditional Flow Matching CoRL 2024 Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024 Learning Sparse Codes with Entropy-Based ELBOs AISTATS 2024 Learning Spatially Collaged Fourier Bases for Implicit Neural Representation AAAI 2024 Learning Structure-Aware Representations of Dependent Types NeurIPS 2024 Learning Structured Representations with Hyperbolic Embeddings NeurIPS 2024 Learning Successor Features the Simple Way NeurIPS 2024 Learning sum of diverse features: computational hardness and efficient gradient-based training for ridge combinations COLT 2024 Learning symmetries via weight-sharing with doubly stochastic tensors NeurIPS 2024 Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making ICML 2024 Learning the greatest common divisor: explaining transformer predictions ICLR 2024 Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024 Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024 Learning to Compose: Improving Object Centric Learning by Injecting Compositionality ICLR 2024 Learning To Compose SuperWeights for Neural Parameter Allocation Search WACV 2024 Learning to compute Gröbner bases NeurIPS 2024 Learning to Edit Visual Programs with Self-Supervision NeurIPS 2024 Learning to Embed Distributions via Maximum Kernel Entropy NeurIPS 2024 Learning to Embed Time Series Patches Independently ICLR 2024 Learning to Extract Structured Entities Using Language Models EMNLP 2024 Learning to Infer Generative Template Programs for Visual Concepts ICML 2024 Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment ECCV 2024 Learning to Maximize Mutual Information for Chain-of-Thought Distillation ACL 2024 Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning AAAI 2024