Optimization

Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NeurIPS 2024 Second-order forward-mode optimization of recurrent neural networks for neuroscience NeurIPS 2024 Second Order Methods for Bandit Optimization and Control COLT 2024 Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners CVPR 2024 Selective Explanations NeurIPS 2024 Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching CVPR 2024 Self-adaptive PSRO: Towards an Automatic Population-based Game Solver IJCAI 2024 Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models NAACL 2024 Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences NeurIPS 2024 Self-Evolution Fine-Tuning for Policy Optimization EMNLP 2024 Self-Modifying State Modeling for Simultaneous Machine Translation ACL 2024 Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations NeurIPS 2024 Self-Renewal Prompt Optimizing with Implicit Reasoning EMNLP 2024 Self-Rewarding Language Models ICML 2024 Self-supervised Debiasing Using Low Rank Regularization CVPR 2024 Self-training Language Models for Arithmetic Reasoning EMNLP 2024 Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024 Semidefinite Relaxations of the Gromov-Wasserstein Distance NeurIPS 2024 Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting NeurIPS 2024 Sentence Segmentation and Punctuation for Ancient Books Based on Supervised In-context Training COLING 2024 SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking ICLR 2024 Sequence Reducible Holdout Loss for Language Model Pretraining COLING 2024 SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization NeurIPS 2024 Sequoia: Scalable and Robust Speculative Decoding NeurIPS 2024 SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation EMNLP 2024