Yi Zhou

50

Papers

39

Total Citations

Papers (50)

Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning

Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions

CryoFM: A Flow-based Foundation Model for Cryo-EM Densities

Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization

DMesh++: An Efficient Differentiable Mesh for Complex Shapes

Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning

SegmentDreamer: Towards High-fidelity Text-to-3D Synthesis with Segmented Consistency Trajectory Distillation

Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification

Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images

Iterative Normalization: Beyond Standardization Towards Efficient Whitening

On the Continuity of Rotation Representations in Neural Networks

Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling

An Investigation Into the Stochasticity of Batch Whitening

Group Whitening: Balancing Learning Efficiency and Representational Capacity

Exploiting Semantic Embedding and Visual Feature for Facial Action Unit Detection

A Deep Emulator for Secondary Motion of 3D Characters

Slot-VPS: Object-Centric Representation Learning for Video Panoptic Segmentation

Delving Into the Estimation Shift of Batch Normalization in a Network

Normal-Guided Garment UV Prediction for Human Re-Texturing

Realistic Dynamic Facial Textures From a Single Image Using GANs

Specificity-Preserving RGB-D Saliency Detection

Visual-Textual Attentive Semantic Consistency for Medical Report Generation

Stochastic Scene-Aware Motion Prediction

CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis

Boosting Multi-modal Model Performance with Adaptive Gradient Modulation

Learning Visibility for Robust Dense Human Body Estimation

A Repulsive Force Unit for Garment Collision Handling in Neural Networks

Analysis of Robust PCA via Local Incoherence

Video Motion Graphs

HUMOTO: A 4D Dataset of Mocap Human Object Interactions

Augmented Mass-Spring Model for Real-Time Dense Hair Simulation

FaceLift: Learning Generalizable Single Image 3D Face Reconstruction from Synthetic Heads

Convex Relaxation for Robust Vanishing Point Estimation in Manhattan World

A Fast Exact Solver with Theoretical Analysis for the Maximum Edge-Weighted Clique Problem

Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation

Convergence of Cubic Regularization for Nonconvex Optimization under KL Property

SpiderBoost and Momentum: Faster Variance Reduction Algorithms

A unified variance-reduced accelerated gradient method for convex optimization

Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels

A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning

Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis

Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation

NeMF: Neural Motion Fields for Kinematic Animation

Regularized Molecular Conformation Fields

Zero-Shot 3D Drug Design by Sketching and Generating

Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach

Conditional Accelerated Lazy Stochastic Gradient Descent

Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization

Learning Latent Space Models with Angular Constraints

Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization