Representation Learning

Non-rigid Relative Placement through 3D Dense Diffusion CoRL 2024 Nonstationary Sparse Spectral Permanental Process NeurIPS 2024 No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO NeurIPS 2024 Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024 Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features NeurIPS 2024 No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations NeurIPS 2024 Not so griddy: Internal representations of RNNs path integrating more than one agent NeurIPS 2024 Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and Repetition EMNLP 2024 NounAtlas: Filling the Gap in Nominal Semantic Role Labeling ACL 2024 NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors CVPR 2024 Nuclear Norm Regularization for Deep Learning NeurIPS 2024 NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning EMNLP 2024 Object centric architectures enable efficient causal representation learning ICLR 2024 Object-Centric Learning with Slot Mixture Module ICLR 2024 Object Recognition as Next Token Prediction CVPR 2024 Observable Propagation: Uncovering Feature Vectors in Transformers ICML 2024 OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization Interspeech 2024 Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE ICLR 2024 Octo: An Open-Source Generalist Robot Policy RSS 2024 Offline Actor-Critic Reinforcement Learning Scales to Large Models ICML 2024 Offline Imitation Learning Through Graph Search and Retrieval RSS 2024 Offline Multitask Representation Learning for Reinforcement Learning NeurIPS 2024 Oja's Algorithm for Streaming Sparse PCA NeurIPS 2024 OMG: Towards Open-vocabulary Motion Generation via Mixture of Controllers CVPR 2024 Omni-Q: Omni-Directional Scene Understanding for Unsupervised Visual Grounding CVPR 2024