Interactive Segmentation as Gaussian Process Classification
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries
SCOTCH and SODA: A Transformer Video Shadow Detection Framework
DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization
RelightableHands: Efficient Neural Relighting of Articulated Hand Models
Single Image Backdoor Inversion via Robust Smoothed Classifiers
To fit or not to fit: Model-based Face Reconstruction and Occlusion Segmentation from Weak Supervision
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others
RelightableHands: Efficient Neural Relighting of Articulated Hand Models
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation
Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression
UniDexGrasp: Universal Robotic Dexterous Grasping via Learning Diverse Proposal Generation and Goal-Conditioned Policy
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness
Learning Neural Parametric Head Models
A Meta-Learning Approach to Predicting Performance and Data Requirements
MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision
Masked Images Are Counterfactual Samples for Robust Fine-tuning
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling
Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization