Optimization

Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition EMNLP 2024 Task-Driven Wavelets using Constrained Empirical Risk Minimization CVPR 2024 Taxonomy Driven Fast Adversarial Training AAAI 2024 Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NeurIPS 2024 Team NP_PROBLEM at SemEval-2024 Task 7: Numerical Reasoning in Headline Generation with Preference Optimization SemEval 2024 TECC: Towards Efficient QUIC Tunneling via Collaborative Transmission Control NSDI 2024 Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs ICLR 2024 Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024 Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024 Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation CVPR 2024 Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NeurIPS 2024 TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors ICML 2024 Test-time Adaptation against Multi-modal Reliability Bias ICLR 2024 Test-Time Model Adaptation with Only Forward Passes ICML 2024 TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video CVPR 2024 The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks NeurIPS 2024 The Computational Complexity of Finding Second-Order Stationary Points ICML 2024 The Consensus Game: Language Model Generation via Equilibrium Search ICLR 2024 The Effect of Weight Precision on the Neuron Count in Deep ReLU Networks ICML 2024 The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More NeurIPS 2024 The Fine-Grained Complexity of Gradient Computation for Training Large Language Models NeurIPS 2024 The Galerkin method beats Graph-Based Approaches for Spectral Algorithms AISTATS 2024 The GAN is dead; long live the GAN! A Modern GAN Baseline NeurIPS 2024 The Implicit Bias of Adam on Separable Data NeurIPS 2024 The importance of feature preprocessing for differentially private linear optimization ICLR 2024