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)

ESC: Erasing Space Concept for Knowledge Deletion CVPR 2025 ETA: Energy-based Test-time Adaptation for Depth Completion ICCV 2025 Evaluating Deep Speaker Embedding Robustness to Domain, Sampling Rate, and Codec Variations Interspeech 2025 Evaluating the Quality of Benchmark Datasets for Low-Resource Languages: A Case Study on Turkish ACL 2025 Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ACL 2025 Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models ACL 2025 Event Ellipsometer: Event-based Mueller-Matrix Video Imaging CVPR 2025 EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025 EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025 EXECUTE: A Multilingual Benchmark for LLM Token Understanding ACL 2025 Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation EMNLP 2025 Explainable Neural Networks with Guarantee: A Sparse Estimation Approach AAAI 2025 Explicit and Implicit Graduated Optimization in Deep Neural Networks AAAI 2025 Exploiting Bispectral Features for Single-Channel Speech Enhancement Interspeech 2025 Exploring Activation Patterns of Parameters in Language Models AAAI 2025 Exploring Model Kinship for Merging Large Language Models EMNLP 2025 Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting AAAI 2025 Exploring Shared-Weight Mechanisms in Transformer and Conformer Architectures for Automatic Speech Recognition Interspeech 2025 Exploring smaller batch sizes for a high-performing BabyLM model architecture EMNLP 2025 Exploring task formulation strategies to evaluate the coherence of classroom discussions with GPT-4o ACL 2025 Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint IJCAI 2025 Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant IJCAI 2025 Expressive Power of Temporal Message Passing AAAI 2025 Extended Abstract: Probing-Guided Parameter-Efficient Fine-Tuning for Balancing Linguistic Adaptation and Safety in LLM-based Social Influence Systems ACL 2025