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

'15

'20

'25

Papers (including subtopics)

BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model CVPR 2024 Base of RoPE Bounds Context Length NeurIPS 2024 BASS: Batched Attention-optimized Speculative Sampling ACL 2024 Batch Normalization Alleviates the Spectral Bias in Coordinate Networks CVPR 2024 Batch Normalization Is Blind to the First and Second Derivatives of the Loss AAAI 2024 Bayes-optimal learning of an extensive-width neural network from quadratically many samples NeurIPS 2024 B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable NeurIPS 2024 BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024 BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models NeurIPS 2024 Benchmarking Segmentation Models with Mask-Preserved Attribute Editing CVPR 2024 Benefits of Non-Linear Scale Parameterizations in Black Box Variational Inference through Smoothness Results and Gradient Variance Bounds AISTATS 2024 Benign overfitting in leaky ReLU networks with moderate input dimension NeurIPS 2024 Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? NeurIPS 2024 Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes ICLR 2024 Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models ACL 2024 Beyond Reference: Evaluating High Quality Translations Better than Human References EMNLP 2024 Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark ACL 2024 Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards EMNLP 2024 Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024 BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs EMNLP 2024 Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training NeurIPS 2024 Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024 BiDM: Pushing the Limit of Quantization for Diffusion Models NeurIPS 2024 Binarized Diffusion Model for Image Super-Resolution NeurIPS 2024