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)

Elastic Representation: Mitigating Spurious Correlations for Group Robustness AISTATS 2025 eLIR-Net: An Efficient AI Solution for Image Retouching WACV 2025 ELMGS: Enhancing Memory and Computation Scalability through Compression for 3D Gaussian Splatting WACV 2025 ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces ICML 2025 Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations AISTATS 2025 Emergence of meta-stable clustering in mean-field transformer models ICLR 2025 Emulating Self-attention with Convolution for Efficient Image Super-Resolution ICCV 2025 Enabling Efficient GPU Communication over Multiple NICs with FuseLink OSDI 2025 Enabling the replicability of speech synthesis perceptual evaluations Interspeech 2025 ENAF: A Multi-Exit Network with an Adaptive Patch Fusion for Large Image Super Resolution WACV 2025 Encoder-Aware Sequence-Level Knowledge Distillation for Low-Resource Neural Machine Translation NAACL 2025 End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025 EnergyCompress: A General Case Base Learning Strategy IJCAI 2025 Energy Considerations of Large Language Model Inference and Efficiency Optimizations ACL 2025 Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions ICLR 2025 Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis EMNLP 2025 Enhancing Image Restoration Transformer via Adaptive Translation Equivariance ICCV 2025 Enhancing Implicit Neural Representations via Symmetric Power Transformation AAAI 2025 Enhancing Large Language Model Performance with Gradient-Based Parameter Selection AAAI 2025 Enhancing Logits Distillation with Plug&Play Kendall’s $τ$ Ranking Loss ICML 2025 EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation AAAI 2025 Equivariant Manifold Neural ODEs and Differential Invariants JMLR 2025 Erasing Undesirable Influence in Diffusion Models CVPR 2025 Error Analysis Affected by Heavy-Tailed Gradients for Non-Convex Pairwise Stochastic Gradient Descent AAAI 2025 Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025