Jian Ren

Orcid: 0000-0003-3111-4134

Affiliations:
  • Snap Inc., Los Angeles, CA, USA
  • Rutgers University, New Brunswick, NJ, USA (former)


According to our database1, Jian Ren authored at least 60 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Scalable Ranked Preference Optimization for Text-to-Image Generation.
CoRR, 2024

ControlMM: Controllable Masked Motion Generation.
CoRR, 2024

Efficient Training with Denoised Neural Weights.
CoRR, 2024

Lightweight Predictive 3D Gaussian Splats.
CoRR, 2024

BitsFusion: 1.99 bits Weight Quantization of Diffusion Model.
CoRR, 2024

SF-V: Single Forward Video Generation Model.
CoRR, 2024

Visual Concept-driven Image Generation with Text-to-Image Diffusion Model.
CoRR, 2024

SPAD : Spatially Aware Multiview Diffusers.
CoRR, 2024

AToM: Amortized Text-to-Mesh using 2D Diffusion.
CoRR, 2024

E<sup>2</sup>GAN: Efficient Training of Efficient GANs for Image-to-Image Translation.
CoRR, 2024

E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

TextCraftor: Your Text Encoder can be Image Quality Controller.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SPAD: Spatially Aware Multi-View Diffusers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
iNVS: Repurposing Diffusion Inpainters for Novel View Synthesis.
CoRR, 2023

Repurposing Diffusion Inpainters for Novel View Synthesis.
Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LightSpeed: Light and Fast Neural Light Fields on Mobile Devices.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models.
Proceedings of the International Conference on Machine Learning, 2023

Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

3D generation on ImageNet.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Rethinking Vision Transformers for MobileNet Size and Speed.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SINE: SINgle Image Editing with Text-to-Image Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Unsupervised Volumetric Animation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Make-A-Story: Visual Memory Conditioned Consistent Story Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Invertible Neural Skinning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Real-Time Neural Light Field on Mobile Devices.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
PIM-QAT: Neural Network Quantization for Processing-In-Memory (PIM) Systems.
CoRR, 2022

Discrete Contrastive Diffusion for Cross-Modal and Conditional Generation.
CoRR, 2022

EfficientFormer: Vision Transformers at MobileNet Speed.
CoRR, 2022

Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

EfficientFormer: Vision Transformers at MobileNet Speed.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization.
Proceedings of the Tenth International Conference on Learning Representations, 2022

R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis.
Proceedings of the Computer Vision - ECCV 2022, 2022

Cross-modal 3D Shape Generation and Manipulation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

InOut: Diverse Image Outpainting via GAN Inversion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Are Multimodal Transformers Robust to Missing Modality?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
In&Out : Diverse Image Outpainting via GAN Inversion.
CoRR, 2021

Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon?
CoRR, 2021

Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?
Proceedings of the 38th International Conference on Machine Learning, 2021

A Good Image Generator Is What You Need for High-Resolution Video Synthesis.
Proceedings of the 9th International Conference on Learning Representations, 2021

Motion Representations for Articulated Animation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Flow Guided Transformable Bottleneck Networks for Motion Retargeting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Teachers Do More Than Teach: Compressing Image-to-Image Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SMIL: Multimodal Learning with Severely Missing Modality.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Best Frame Selection in a Short Video.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Human Motion Transfer from Poses in the Wild.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Neural Hair Rendering.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching.
CoRR, 2018

Factorized Adversarial Networks for Unsupervised Domain Adaptation.
CoRR, 2018

Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Computer aided analysis of prostate histopathology images to support a refined Gleason grading system.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Personalized Image Aesthetics.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2015
Exploring automatic prostate histopathology image gleason grading via local structure modeling.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Computer aided analysis of prostate histopathology images Gleason grading especially for Gleason score 7.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015


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