Optimization

Inversion-based Latent Bayesian Optimization NeurIPS 2024 Invertible Residual Rescaling Models IJCAI 2024 Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024 Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following AAAI 2024 Investigation into Training Dynamics of Learned Optimizers (Student Abstract) AAAI 2024 INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer ICML 2024 I/O Complexity of Attention, or How Optimal is FlashAttention? ICML 2024 IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs NeurIPS 2024 IPO: Interpretable Prompt Optimization for Vision-Language Models NeurIPS 2024 Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning EMNLP 2024 IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024 Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study ICML 2024 Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks? ICML 2024 Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis EMNLP 2024 Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval ACL 2024 Is Your LiDAR Placement Optimized for 3D Scene Understanding? NeurIPS 2024 Iterated Denoising Energy Matching for Sampling from Boltzmann Densities ICML 2024 Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF ICML 2024 Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion Models ECCV 2024 Iterative Reasoning Preference Optimization NeurIPS 2024 Iterative Regularized Policy Optimization with Imperfect Demonstrations ICML 2024 Iterative Search Attribution for Deep Neural Networks ICML 2024 IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NeurIPS 2024 JoAPR: Cleaning the Lens of Prompt Learning for Vision-Language Models CVPR 2024 John Ellipsoids via Lazy Updates NeurIPS 2024