Xiao Li

30

Papers

76

Total Citations

Papers (30)

ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification

Language-Driven Anchors for Zero-Shot Adversarial Robustness

PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition

StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams

Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling

Understanding and Mitigating Memorization in Diffusion Models for Tabular Data

PBCAT: Patch-Based Composite Adversarial Training against Physically Realizable Attacks on Object Detection

StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs

Deep Learning for Light Field Saliency Detection

Robust Referring Video Object Segmentation with Cyclic Structural Consensus

Efficient View Synthesis with Neural Radiance Distribution Field

Neural Capture of Animatable 3D Human from Monocular Video

An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching

Two-Shot Video Object Segmentation

Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video

Neural Collapse in Multi-label Learning with Pick-all-label Loss

Synthesizing 3D Shapes From Silhouette Image Collections Using Multi-Projection Generative Adversarial Networks

Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation

High-Fidelity and Freely Controllable Talking Head Video Generation

Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction

SCoDA: Domain Adaptive Shape Completion for Real Scans

Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution

A Debiased MDI Feature Importance Measure for Random Forests

Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training

A Geometric Analysis of Neural Collapse with Unconstrained Features

Are All Losses Created Equal: A Neural Collapse Perspective

A Unified Convergence Theorem for Stochastic Optimization Methods

ReSync: Riemannian Subgradient-based Robust Rotation Synchronization

A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability