Skip to content
conftrace_

Pengfei Ren

27 papers · 2020–2026 · 9 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (39) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (22) πŸ”¬ Deep Specialist (10) ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (117)

Venues

CVPR (11) AAAI (4) ICCV (4) ECCV (2) IJCAI (2) ACL (1) ACML (1) EMNLP (1) NAACL (1)

Top co-authors

Jingyu Wang (22) Qi Qi (21) Haifeng Sun (21) Jianxin Liao (17) Zirui Zhuang (9) Menghao Zhang (6) Jing Wang (5) Xingyu Liu (4) Erwei Yin (4) Haoyang Zhang (4)

Research topics

Computer Vision (21) Analysis (20) Deep Learning (13) Machine Learning (11) Learning Types Β· Deep Learning (10) Learning Types Β· Machine Learning (9) Artificial Intelligence (7) Core AI Β· Artificial Intelligence (7) Processing (4) Architectures (3) Models (3) Application Areas (2) Core AI Β· Computer Vision (2) Core Methods (1) Domain-Specific (1)

Keywords

hand pose estimation (5) 3d hand pose estimation (4) representation learning (4) video anomaly detection (4) self-supervised learning (4) multi-view learning (3) contrastive learning (3) 3d vision (3) motion estimation (2) depth image (2) gesture recognition (2) point cloud (2) graph convolution (2) hand reconstruction (2) fine-grained recognition (2) diffusion model (2) skeleton-based action recognition (2) direct preference optimization (1) feature learning (1) hierarchical learning (1)

Papers

Alert-CLIP: Abnormality-aware Latent-Enhanced Representation Tuning of CLIP for Video Anomaly Detection CVPR 2026 A Temporal and Content Co-Awareness Latent Diffusion for Controllable Hand Image Generation CVPR 2026 Clay-to-Stone: Phase-wise 3D Gaussian Splatting for Monocular Articulated Hand-Object Manipulation Modeling CVPR 2026 Fine-VAD: Towards Fine-Grained Video Anomaly Detection via Progressive Cross-Granularity Learning CVPR 2026 MGDHand: Multi-Granularity Prior-to-Inertial Distillation Framework for Sequential 3D Hand Pose Estimation from Sparse IMUs CVPR 2026 New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition AAAI 2026 OMG-Bench: A New Challenging Benchmark for Skeleton-based Online Micro Hand Gesture Recognition CVPR 2026 UST-Hand: An Uncertainty-aware Spatiotemporal Point Cloud Interaction Network for 3D Self-supervised Hand Pose Estimation CVPR 2026 VALU: A Benchmark for Video Anomaly Temporal Localization and Understanding at Multiple Semantic Levels ACL 2026 AΒ³-Net: Calibration-Free Multi-View 3D Hand Reconstruction for Enhanced Musical Instrument Learning IJCAI 2025 Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects? NAACL 2025 Hierarchical-aware Orthogonal Disentanglement Framework for Fine-grained Skeleton-based Action Recognition ICCV 2025 Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction CVPR 2025 Prior-aware Dynamic Temporal Modeling Framework for Sequential 3D Hand Pose Estimation ICCV 2025 Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio EMNLP 2025 Coarse-to-Fine Implicit Representation Learning for 3D Hand-Object Reconstruction from a Single RGB-D Image ECCV 2024 Dynamic Support Information Mining for Category-Agnostic Pose Estimation CVPR 2024 Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation AAAI 2024 Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning CVPR 2024 Safeguarding Sustainable Cities: Unsupervised Video Anomaly Detection through Diffusion-based Latent Pattern Learning IJCAI 2024 Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image ICCV 2023 HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning ICCV 2023 Two Heads Are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation AAAI 2023 Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding ECCV 2022 Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-Based 3D Hand Pose and Mesh Estimation CVPR 2022 Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based Action Representation ACML 2021 AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation AAAI 2020