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)

Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics ICML 2024 Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models EMNLP 2024 FOSI: Hybrid First and Second Order Optimization ICLR 2024 FouRA: Fourier Low-Rank Adaptation NeurIPS 2024 FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models EMNLP 2024 FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions CVPR 2024 Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations NeurIPS 2024 From Activation to Initialization: Scaling Insights for Optimizing Neural Fields CVPR 2024 From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024 From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems ICML 2024 From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers CVPR 2024 Full Parameter Fine-tuning for Large Language Models with Limited Resources ACL 2024 GACL: Exemplar-Free Generalized Analytic Continual Learning NeurIPS 2024 GAIA: Rethinking Action Quality Assessment for AI-Generated Videos NeurIPS 2024 GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024 Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory EMNLP 2024 GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024 Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024 GenAI Arena: An Open Evaluation Platform for Generative Models NeurIPS 2024 Generalizable Symbolic Optimizer Learning ECCV 2024 Generalization and Stability of Interpolating Neural Networks with Minimal Width JMLR 2024 Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models ACL 2024 Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching CVPR 2024 Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling NeurIPS 2024 General Tail Bounds for Non-Smooth Stochastic Mirror Descent AISTATS 2024