2025
AvatarArtist: Open-Domain 4D Avatarization.
CoRR, March, 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning.
CoRR, March, 2025
DnD Filter: Differentiable State Estimation for Dynamic Systems using Diffusion Models.
CoRR, March, 2025
ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning.
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CoRR, February, 2025
Language Games as the Pathway to Artificial Superhuman Intelligence.
CoRR, January, 2025
EG4D: Explicit Generation of 4D Object without Score Distillation.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Text2NeRF: Text-Driven 3D Scene Generation With Neural Radiance Fields.
IEEE Trans. Vis. Comput. Graph., December, 2024
High-Fidelity and Efficient Pluralistic Image Completion With Transformers.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Natural Language Reinforcement Learning.
CoRR, 2024
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models.
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CoRR, 2024
ε-VAE: Denoising as Visual Decoding.
CoRR, 2024
An Object is Worth 64x64 Pixels: Generating 3D Object via Image Diffusion.
CoRR, 2024
Reinforcing Language Agents via Policy Optimization with Action Decomposition.
CoRR, 2024
Natural Language Reinforcement Learning.
CoRR, 2024
HeadArtist: Text-conditioned 3D Head Generation with Self Score Distillation.
Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024
Reinforcing LLM Agents via Policy Optimization with Action Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
RaFE: Generative Radiance Fields Restoration.
Proceedings of the Computer Vision - ECCV 2024, 2024
CAD : Photorealistic 3D Generation via Adversarial Distillation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Adaptive Joint Optimization for 3D Reconstruction With Differentiable Rendering.
IEEE Trans. Vis. Comput. Graph., June, 2023
Old Photo Restoration via Deep Latent Space Translation.
IEEE Trans. Pattern Anal. Mach. Intell., 2023
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning.
J. Mach. Learn. Res., 2023
Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.
CoRR, 2023
Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance Fields.
CoRR, 2023
Order Matters: Agent-by-agent Policy Optimization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Learning Neural Duplex Radiance Fields for Real-Time View Synthesis.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Meta-PU: An Arbitrary-Scale Upsampling Network for Point Cloud.
IEEE Trans. Vis. Comput. Graph., 2022
KFIML: Kubernetes-Based Fog Computing IoT Platform for Online Machine Learning.
IEEE Internet Things J., 2022
On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective.
CoRR, 2022
FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing.
Proceedings of the SIGGRAPH Asia 2022 Conference Papers, 2022
Bringing Old Films Back to Life.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Visual Structure Constraint for Transductive Zero-Shot Learning in the Wild.
Int. J. Comput. Vis., 2021
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning.
CoRR, 2021
Discovering Multi-Agent Auto-Curricula in Two-Player Zero-Sum Games.
CoRR, 2021
DeFLOCNet: Deep Image Editing via Flexible Low-level Controls.
CoRR, 2021
Neural Auto-Curricula in Two-Player Zero-Sum Games.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
High-Fidelity Pluralistic Image Completion with Transformers.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
PD-GAN: Probabilistic Diverse GAN for Image Inpainting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Global Fusion Attention for Vision and Language Understanding (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Bringing Old Photos Back to Life.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Transductive Zero-Shot Learning with Visual Structure Constraint.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Transductive Zero-Shot Learning via Visual Center Adaptation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019