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)

Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications CVPR 2025 Inference-Time Diffusion Model Distillation ICCV 2025 InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model ACL 2025 Infinite Width Limits of Self Supervised Neural Networks AISTATS 2025 Information Locality as an Inductive Bias for Neural Language Models ACL 2025 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025 Instance-Wise Monotonic Calibration by Constrained Transformation UAI 2025 Integral Fast Fourier Color Constancy CVPR 2025 Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach IJCAI 2025 Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models EMNLP 2025 Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025 Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025 Interpreting Object-level Foundation Models via Visual Precision Search CVPR 2025 IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs EMNLP 2025 Iterative Layer Pruning for Efficient Translation Inference EMNLP 2025 IterIS: Iterative Inference-Solving Alignment for LoRA Merging CVPR 2025 ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection AAAI 2025 JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration AAAI 2025 Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization ICLR 2025 JoPA: Explaining Large Language Model’s Generation via Joint Prompt Attribution ACL 2025 JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025 Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025 JuStRank: Benchmarking LLM Judges for System Ranking ACL 2025 KeyGS: A Keyframe-Centric Gaussian Splatting Method for Monocular Image Sequences AAAI 2025 K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs CVPR 2025