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Deep Learning

1,397 papers

Papers per year

3
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233
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Papers

NATRA: Noise-Agnostic Framework for Trajectory Prediction with Noisy Observations ICCV 2025
MSQ: Memory-Efficient Bit Sparsification Quantization ICCV 2025
PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution ICCV 2025
Grouped Speculative Decoding for Autoregressive Image Generation ICCV 2025
SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation ICCV 2025
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization ICCV 2025
No More Sibling Rivalry: Debiasing Human-Object Interaction Detection ICCV 2025
Imbalance in Balance: Online Concept Balancing in Generation Models ICCV 2025
A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025
Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design ICCV 2025
Diversity-Enhanced Distribution Alignment for Dataset Distillation ICCV 2025
FreeSplatter: Pose-free Gaussian Splatting for Sparse-view 3D Reconstruction ICCV 2025
Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels ICCV 2025
Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS ICCV 2025
HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025
Beyond Feature Mapping GAP: Integrating Real HDRTV Priors for Superior SDRTV-to-HDRTV Conversion IJCAI 2025
Efficient Dynamic Graphs Learning with Refined Batch Parallel Training IJCAI 2025
Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025
Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025
Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025
Universal Backdoor Defense via Label Consistency in Vertical Federated Learning IJCAI 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025
NeSyA: Neurosymbolic Automata IJCAI 2025
LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting IJCAI 2025