Chen Liu

Affiliations

Columbia UniversityGE HealthcareYale University

papers

556

total citations

papers (21)

Instance Credibility Inference for Few-Shot Learning

CVPR 2020arXiv

184

citations

Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning

CVPR 2021arXiv

126

citations

On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them

NEURIPS 2020arXiv

citations

ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration

CVPR 2025arXiv

citations

Neural Inertial Localization

CVPR 2022arXiv

citations

Diverse 3D Hand Gesture Prediction From Body Dynamics by Bilateral Hand Disentanglement

CVPR 2023arXiv

citations

Robust Binary Models by Pruning Randomly-initialized Networks

NEURIPS 2022arXiv

citations

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data

ICCV 2025arXiv

citations

Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features

ICCV 2025arXiv

citations

Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics

CVPR 2025arXiv

citations

LightLoc: Learning Outdoor LiDAR Localization at Light Speed

CVPR 2025arXiv

citations

Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment

CVPR 2025arXiv

citations

Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density

ICLR 2025arXiv

citations

Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models

NEURIPS 2025arXiv

citations

Hierarchy UGP: Hierarchy Unified Gaussian Primitive for Large-Scale Dynamic Scene Reconstruction

ICCV 2025

citations

Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment

NEURIPS 2025arXiv

citations

Towards Reliable and Holistic Visual In-Context Learning Prompt Selection

NEURIPS 2025arXiv

citations

Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations

ICML 2024

citations

Chen Liu

Affiliations

papers (21)

Instance Credibility Inference for Few-Shot Learning

Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning

On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them

ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration

Neural Inertial Localization

Diverse 3D Hand Gesture Prediction From Body Dynamics by Bilateral Hand Disentanglement

Robust Binary Models by Pruning Randomly-initialized Networks

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data

Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features

Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics

LightLoc: Learning Outdoor LiDAR Localization at Light Speed

Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment

Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density

Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models

Hierarchy UGP: Hierarchy Unified Gaussian Primitive for Large-Scale Dynamic Scene Reconstruction

Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment

Towards Reliable and Holistic Visual In-Context Learning Prompt Selection

Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations

Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos

Generative Video Bi-flow

DiffLO: Semantic-Aware LiDAR Odometry with Diffusion-Based Refinement

papers (21)

Instance Credibility Inference for Few-Shot Learning

Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning

On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them

ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration

Neural Inertial Localization

Diverse 3D Hand Gesture Prediction From Body Dynamics by Bilateral Hand Disentanglement

Robust Binary Models by Pruning Randomly-initialized Networks

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data

Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features

Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics

LightLoc: Learning Outdoor LiDAR Localization at Light Speed

Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment

Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density

Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models

Hierarchy UGP: Hierarchy Unified Gaussian Primitive for Large-Scale Dynamic Scene Reconstruction

Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment

Towards Reliable and Holistic Visual In-Context Learning Prompt Selection

Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations

Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos

Generative Video Bi-flow

DiffLO: Semantic-Aware LiDAR Odometry with Diffusion-Based Refinement