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Deep Learning
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4351 directly classified papers
Papers per year
2006: 1
2008: 1
2009: 1
2010: 1
2013: 5
2014: 5
2015: 22
2016: 57
2017: 124
2018: 231
2019: 415
2020: 405
2021: 617
2022: 503
2023: 619
2024: 584
2025: 505
2026: 255
Papers
ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba
ICCV 2025
NeuManifold: Neural Watertight Manifold Reconstruction with Efficient and High-Quality Rendering Support
WACV 2025
SSVQ: Unleashing the Potential of Vector Quantization with Sign-Splitting
ICCV 2025
One-Step Specular Highlight Removal with Adapted Diffusion Models
ICCV 2025
Perceptual Video Compression with Neural Wrapping
CVPR 2025
CA-I2P: Channel-Adaptive Registration Network with Global Optimal Selection
ICCV 2025
Scaling Action Detection: AdaTAD++ with Transformer-Enhanced Temporal-Spatial Adaptation
ICCV 2025
UniConvNet: Expanding Effective Receptive Field while Maintaining Asymptotically Gaussian Distribution for ConvNets of Any Scale
ICCV 2025
Efficient Concertormer for Image Deblurring and Beyond
ICCV 2025
Representation Shift: Unifying Token Compression with FlashAttention
ICCV 2025
Grouped Speculative Decoding for Autoregressive Image Generation
ICCV 2025
Uncover Treasures in DCT: Advancing JPEG Quality Enhancement by Exploiting Latent Correlations
ICCV 2025
TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba
ICCV 2025
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction
CVPR 2025
LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models
ICCV 2025
L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers
CVPR 2025
Multilingual Continual Learning using Attention Distillation
COLING 2025
Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning
CVPR 2025
One-Step Event-Driven High-Speed Autofocus
CVPR 2025
Enhancing Transformers Through Conditioned Embedded Tokens
ICCV 2025
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy
ICCV 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance
ICCV 2025
Top-Down Guidance for Learning Object-Centric Representations
IJCAI 2025
SpiralMLP: A Lightweight Vision MLP Architecture
WACV 2025
Bidirectional Human–AI Collaboration for Equitable Student Performance Prediction via Deep Uncertainty Learning
IJCAI 2025
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