conftrace_

Optimization & Theory

7,804 papers (27 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (1,960) Model Compression (1,896) Efficient Computing (1,780) Theory (1,239) Neural Network Optimization (1,004) Evaluation (533) Regularization (177) Loss Functions (157) Interpretability (128) Stochastic Methods (119) Generalization (115) Sparse Optimization (25)

Papers per year

8

7

12

6

16

9

25

48

45

60

94

150

295

436

675

803

1,010

944

1,346

1,352

463

'10

'15

'20

'25

Papers (including subtopics)

Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training JMLR 2024 Worst-Case VCG Redistribution Mechanism Design Based on the Lottery Ticket Hypothesis AAAI 2024 WRP: Weight Recover Prune for Structured Sparsity ACL 2024 Xinference: Making Large Model Serving Easy EMNLP 2024 XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ACL 2024 You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024 Your Transformer is Secretly Linear ACL 2024 Zero-Shot Transfer of Neural ODEs NeurIPS 2024 Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers CVPR 2024 ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification NeurIPS 2024 ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization AAAI 2024 $\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties NeurIPS 2023 1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions CVPR 2023 2-bit Conformer quantization for automatic speech recognition Interspeech 2023 AAAI New Faculty Highlights: General and Scalable Optimization for Robust AI AAAI 2023 A Better Way to Do Masked Language Model Scoring ACL 2023 A Binary Keyword Spotting System with Error-Diffusion Based Feature Binarization Interspeech 2023 Absolute Position Embedding Learns Sinusoid-like Waves for Attention Based on Relative Position EMNLP 2023 Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism NeurIPS 2023 Accelerating Dataset Distillation via Model Augmentation CVPR 2023 Accelerating the Training of Video Super-resolution Models AAAI 2023 Accelerating Transducers through Adjacent Token Merging Interspeech 2023 Accelerating Transformer Inference for Translation via Parallel Decoding ACL 2023 Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023 AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration CVPR 2023