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

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'25

Papers (including subtopics)

Codexa at SemEval-2026 Task 13: Loss Engineering and Diverse Ensemble Strategies for Multi-Class Code Authorship Attribution SemEval 2026 CoIn: Coverage and Informativeness-Guided Token Reduction for Efficient Large Multimodal Models CVPR 2026 Collaborative Multi-Mode Pruning for Vision-Language Models CVPR 2026 Collapse-Aware Regularization for Reliable Reasoning Under Distribution Shift UAI 2026 Color When It Counts: Grayscale-Guided Online Triggering for Always-On Streaming Video Sensing CVPR 2026 Communication-Efficient Distributed Training for Collaborative Flat Optima Recovery in Deep Learning UAI 2026 Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis MIDL 2026 Confusion-Aware Spectral Regularizer for Long-Tailed Recognition CVPR 2026 Consensus Optimization Graph Neural Networks UAI 2026 Consensus vs. Controversy: Mapping the Decision Space Where Architectures Diverge CVPR 2026 Content-Aware Dynamic Patchification for Efficient Video Diffusion CVPR 2026 Controlling Path Dependence in Gradient Ascent Unlearning through Forget-Set Ordering UAI 2026 Convergence and complexity of block majorization-minimization for constrained block-Riemannian optimization JMLR 2026 Crash2DocAI: Automated Integration of Post-Crash Car Part Images into Technical Reports WACV 2026 CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions CVPR 2026 Curvature-Aware Zeroth-Order Optimization for Memory-Efficient Test-Time Adaptation CVPR 2026 Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization UAI 2026 Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning ACL 2026 CycleBEV: Regularizing View Transformation Networks via View Cycle Consistency for Bird's-Eye-View Semantic Segmentation CVPR 2026 D2Cache: Second-Order Delta Caching for Higher Video Diffusion Acceleration CVPR 2026 Data Leakage Detection and De-duplication in Large Scale Geospatial Image Datasets CVPR 2026 DBMSolver: A Training-free Diffusion Bridge Sampler for High-Quality Image-to-Image Translation CVPR 2026 DC-Merge: Improving Model Merging with Directional Consistency CVPR 2026 D-Convexity: A Unified Differentiable Convex Shape Prior via Quasi-Concavity for Data-driven Image Segmentation CVPR 2026 DDiT: Dynamic Patch Scheduling for Efficient Diffusion Transformers CVPR 2026