Learned Codecs, AI Compression, Rate-Distortion Theory, Entropy Models
Uncertainty-Driven Reliability: Selective Prediction and Trustworthy Deployment in Modern Machine Learning
arxiv.org·2d
Dynamic Pattern Alignment Learning for Pretraining Lightweight Human-Centric Vision Models
arxiv.org·2d
SOI is the Root of All Evil: Quantifying and Breaking Similar Object Interference in Single Object Tracking
arxiv.org·22h
Learning to Detect Unknown Jailbreak Attacks in Large Vision-Language Models: A Unified and Accurate Approach
arxiv.org·22h
BrainATCL: Adaptive Temporal Brain Connectivity Learning for Functional Link Prediction and Age Estimation
arxiv.org·2d
Learning More by Seeing Less: Line Drawing Pretraining for Efficient, Transferable, and Human-Aligned Vision
arxiv.org·2d
Boosting Generic Semi-Supervised Medical Image Segmentation via Diverse Teaching and Label Propagation
arxiv.org·1d
GazeLT: Visual attention-guided long-tailed disease classification in chest radiographs
arxiv.org·22h
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