影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
75.52/100
前 1.8%
全站排名 #1,170
发表论文22 篇
平均评分
年均产出7.3 篇/年
Peng-Tao Jiang
研究方向
Image/Video editing · Diffusion Application · Multi-task learning · Image restoration/enhancement · Scene parsing · Visual attention · Weakly supervised semantic segmentation
10
Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model
ICLR 2026Poster
通讯19
TS-Attn: Temporal-wise Separable Attention for Multi-Event Video Generation
ICLR 2026Poster
19
Trust but Verify: Adaptive Conditioning for Reference-Based Diffusion Super-Resolution via Implicit Reference Correlation Modeling
ICLR 2026Poster
通讯16
I-DRUID: Layout to image generation via instance-disentangled representation and unpaired data
ICLR 2026Poster
25
RED: Robust Event-Guided Motion Deblurring with Modality-Specific Disentangled Representation
ICLR 2026Rejected
通讯22
MagicTryOn: Harnessing Diffusion Transformer for Garment-Preserving Video Virtual Try-on
ICLR 2026Withdrawn
通讯12
HyperMotion: DiT-Based Pose-Guided Human Image Animation of Complex Motions
ICLR 2026Rejected
通讯5
Diffusion-Based Photorealistic Bokeh Rendering for Mobile Devices
ICLR 2026Withdrawn
通讯5
Beyond Fixed: Aligning Guidance with Diffusion Dynamics via Exponential Scaling
ICLR 2026Withdrawn
28
Learning Differential Pyramid Representation for Tone Mapping
NeurIPS 2025Poster
29
Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
NeurIPS 2025Poster
通讯22
SE-GUI: Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
NeurIPS 2025Poster
11
Learning Adaptive Lighting via Channel-Aware Guidance
ICML 2025Poster
二作15
High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity
ICLR 2025Poster
二作26
Multi-Task Dense Predictions via Unleashing the Power of Diffusion
ICLR 2025Poster
二作42
ClearSR: Latent Low-Resolution Image Embeddings Help Diffusion-Based Real-World Super Resolution Models See Clearer
ICLR 2025Rejected
二作5
Learning Differential Pyramid Representation for Tone Mapping
ICLR 2025Withdrawn
三作15
Learning Adaptive Lighting via Channel-Aware Guidance
ICLR 2025Withdrawn
二作5
ConsisSR: Delving Deep into Consistency in Diffusion-based Image Super-Resolution
ICLR 2025Withdrawn
二作5
Towards Natural Image Matting in the Wild via Real-Scenario Prior
ICLR 2025Withdrawn
三作