Publications

Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization

Fast and Stable Riemannian Metrics on SPD Manifolds via Cholesky Product Geometry

Intrinsic Lorentz Neural Network

Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals

Motion-Aligned Word Embeddings for Text-to-Motion Generation

Proper Velocity Neural Networks

Rethinking Expressivity and Degradation-Awareness in Attention for All-in-One Blind Image Restoration

Riemannian High-Order Pooling for Brain Foundation Models

Dense Motion Captioning

Reverse Personalization

Safe Vision-Language Models via Unsafe Weights Manipulation

Masked Clustering Prediction for Unsupervised Point Cloud Pre-training

Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning

Wasserstein-Aligned Hyperbolic Multi-View Clustering

ConViS-Bench: Estimating Video Similarity Through Semantic Concepts

ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression

Increasing the Utility of Synthetic Images through Chamfer Guidance

SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting

Towards a General Attention Framework on Gyrovector Spaces for Matrix Manifolds

Training-free Online Video Step Grounding

When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding