Representation Learning

Efficient Neural Supersampling on a Novel Gaming Dataset ICCV 2023 Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision MLHC 2023 Efficient RL via Disentangled Environment and Agent Representations ICML 2023 Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023 Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language ICML 2023 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NeurIPS 2023 Efficient volumetric mapping of multi-scale environments using wavelet-based compression RSS 2023 EgoEnv: Human-centric environment representations from egocentric video NeurIPS 2023 EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone ICCV 2023 EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting ICCV 2023 Eliciting Rich Positive Emotions in Dialogue Generation ACL 2023 Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023 Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration ICML 2023 Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023 Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation AAAI 2023 Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples NeurIPS 2023 EmbedTextNet: Dimension Reduction with Weighted Reconstruction and Correlation Losses for Efficient Text Embedding ACL 2023 Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification NeurIPS 2023 EMEF: Ensemble Multi-Exposure Image Fusion AAAI 2023 Emergence of Abstract State Representations in Embodied Sequence Modeling EMNLP 2023 Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity NeurIPS 2023 Emergence of Sparse Representations from Noise ICML 2023 Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task ICLR 2023 EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning NeurIPS 2023 EmoSet: A Large-scale Visual Emotion Dataset with Rich Attributes ICCV 2023