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

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'25

Papers (including subtopics)

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 FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update AAAI 2024 Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis NeurIPS 2024 Federated Online Adaptation for Deep Stereo CVPR 2024 FedMef: Towards Memory-efficient Federated Dynamic Pruning CVPR 2024 FESSNC: Fast Exponentially Stable and Safe Neural Controller ICML 2024 FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping EMNLP 2024 Fill In The Gaps: Model Calibration and Generalization with Synthetic Data EMNLP 2024 FilterNet: Harnessing Frequency Filters for Time Series Forecasting NeurIPS 2024 Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning CVPR 2024 Find the Lady: Permutation and Re-synchronization of Deep Neural Networks AAAI 2024 Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024 Finsler-Laplace-Beltrami Operators with Application to Shape Analysis CVPR 2024 First-order ANIL provably learns representations despite overparametrisation ICLR 2024 Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models EMNLP 2024 FITS: Modeling Time Series with $10k$ Parameters ICLR 2024 FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision NeurIPS 2024 FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models CVPR 2024 Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning CVPR 2024 FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) AAAI 2024 FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer WACV 2024 FlowIE: Efficient Image Enhancement via Rectified Flow CVPR 2024 Fluctuation-Based Adaptive Structured Pruning for Large Language Models AAAI 2024 FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NeurIPS 2024