Optimization

Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models ICLR 2024 Efficient Target Propagation by Deriving Analytical Solution AAAI 2024 EM Distillation for One-step Diffusion Models NeurIPS 2024 Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance CVPR 2024 Enhancing Post-training Quantization Calibration through Contrastive Learning CVPR 2024 ESPACE: Dimensionality Reduction of Activations for Model Compression NeurIPS 2024 Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off ECCV 2024 Evaluating the design space of diffusion-based generative models NeurIPS 2024 Even Sparser Graph Transformers NeurIPS 2024 Exact Mean Square Linear Stability Analysis for SGD COLT 2024 Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization NeurIPS 2024 Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion NeurIPS 2024 Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training AAAI 2024 Exploring Token Pruning in Vision State Space Models NeurIPS 2024 Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024 Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NeurIPS 2024 Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference NeurIPS 2024 Faster Randomized Methods for Orthogonality Constrained Problems JMLR 2024 Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization AAAI 2024 Faster Vocoder: a multi threading approach to achieve low latency during TTS Inference Interspeech 2024 FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL 2024 Fast Forwarding Low-Rank Training EMNLP 2024 Fast ODE-based Sampling for Diffusion Models in Around 5 Steps CVPR 2024 Favoring One Among Equals - Not a Good Idea: Many-to-One Matching for Robust Transformer Based Pedestrian Detection WACV 2024 Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024