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)

ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs’ Capability via Chart Editing ACL 2025 Circuit Complexity Bounds for RoPE-based Transformer Architecture EMNLP 2025 Circuit Stability Characterizes Language Model Generalization ACL 2025 Circuit-Tracer: A New Library for Finding Feature Circuits EMNLP 2025 CLaSp: In-Context Layer Skip for Self-Speculative Decoding ACL 2025 Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable CVPR 2025 CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction ACL 2025 ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering ACL 2025 CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025 CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis AAAI 2025 Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models CVPR 2025 CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models ACL 2025 CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025 Comparative Knowledge Distillation WACV 2025 Comparing LLMs and BERT-based Classifiers for Resource-Sensitive Claim Verification in Social Media ACL 2025 Complexity Experts are Task-Discriminative Learners for Any Image Restoration CVPR 2025 Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025 Compression of 3D Gaussian Splatting with Optimized Feature Planes and Standard Video Codecs ICCV 2025 Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models ICLR 2025 Compute Optimal Scaling of Skills: Knowledge vs Reasoning ACL 2025 ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning EMNLP 2025 ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025 Confounding Factors in Relating Model Performance to Morphology EMNLP 2025 Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025 ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities ACL 2025