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Methodology
← Optimization & Theory
Machine Learning
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Optimization & Theory
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Optimization
14207 directly classified papers
Papers per year
2001: 10
2002: 9
2003: 16
2004: 6
2005: 16
2006: 58
2007: 67
2008: 72
2009: 84
2010: 106
2011: 132
2012: 164
2013: 333
2014: 295
2015: 310
2016: 380
2017: 509
2018: 669
2019: 1072
2020: 1217
2021: 1489
2022: 1470
2023: 1746
2024: 1819
2025: 1567
2026: 591
Papers
DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery
CVPR 2025
Factorized Learning for Temporally Grounded Video-Language Models
ICCV 2025
Backdoor Attacks on Neural Networks via One-Bit Flip
ICCV 2025
Boosting Point-Supervised Temporal Action Localization through Integrating Query Reformation and Optimal Transport
CVPR 2025
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
CVPR 2025
L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers
CVPR 2025
EDFFDNet: Towards Accurate and Efficient Unsupervised Multi-Grid Image Registration
ICCV 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching
ICCV 2025
Understanding Flatness in Generative Models: Its Role and Benefits
ICCV 2025
D-Attn: Decomposed Attention for Large Vision-and-Language Model
ICCV 2025
Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning
ICCV 2025
MGSfM: Multi-Camera Geometry Driven Global Structure-from-Motion
ICCV 2025
Scheduling Weight Transitions for Quantization-Aware Training
ICCV 2025
Tile-wise vs. Image-wise: Random-Tile Loss and Training Paradigm for Gaussian Splatting
ICCV 2025
Improved Noise Schedule for Diffusion Training
ICCV 2025
StreamDiffusion: A Pipeline-level Solution for Real-Time Interactive Generation
ICCV 2025
Hearing Hands: Generating Sounds from Physical Interactions in 3D Scenes
CVPR 2025
Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program
ICCV 2025
Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination
ICCV 2025
LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling
EMNLP 2025
Joint Self-Supervised Video Alignment and Action Segmentation
ICCV 2025
Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling
ICCV 2025
CHORDS: Diffusion Sampling Accelerator with Multi-core Hierarchical ODE Solvers
ICCV 2025
Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression
ICCV 2025
Enhancing Transformers Through Conditioned Embedded Tokens
ICCV 2025
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