Optimization

Hindsight States: Blending Sim & Real Task Elements for Efficient Reinforcement Learning RSS 2023 H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features ICML 2023 HollowNeRF: Pruning Hashgrid-Based NeRFs with Trainable Collision Mitigation ICCV 2023 Homotopy-based training of NeuralODEs for accurate dynamics discovery NeurIPS 2023 HOTNAS: Hierarchical Optimal Transport for Neural Architecture Search CVPR 2023 HOUDINI: Escaping from Moderately Constrained Saddles IJCAI 2023 How a Student becomes a Teacher: learning and forgetting through Spectral methods NeurIPS 2023 How Does Adaptive Optimization Impact Local Neural Network Geometry? NeurIPS 2023 How Does Generative Retrieval Scale to Millions of Passages? EMNLP 2023 How Do You Want Your Greedy: Simultaneous or Repeated? JMLR 2023 How Sharpness-Aware Minimization Minimizes Sharpness? ICLR 2023 How to Fine-tune the Model: Unified Model Shift and Model Bias Policy Optimization NeurIPS 2023 How To Prevent the Continuous Damage of Noises To Model Training? CVPR 2023 How To Prevent the Poor Performance Clients for Personalized Federated Learning? CVPR 2023 HuCurl: Human-induced Curriculum Discovery ACL 2023 Human Assisted Learning by Evolutionary Multi-Objective Optimization AAAI 2023 Human from Blur: Human Pose Tracking from Blurry Images ICCV 2023 Human-level Atari 200x faster ICLR 2023 Hybrid AHS: A Hybrid of Kalman Filter and Deep Learning for Acoustic Howling Suppression Interspeech 2023 Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval EMNLP 2023 Hybrid Learning with New Value Function for the Maximum Common Induced Subgraph Problem AAAI 2023 Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation ACL 2023 Hybrid Systems Neural Control with Region-of-Attraction Planner L4DC 2023 Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters OSDI 2023 HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NeurIPS 2023