Benjamin Planche

25 papers · 2019–2026 · 8 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (47) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🤝 Dynamic Duo (23) 🚀 Conference Pioneer 🔥 Unstoppable · Bronze ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🌈 Renaissance Researcher (5) 🗃️ Keyword Collector (110)

Venues

CVPR (5) ECCV (4) ICLR (4) AAAI (3) ICCV (3) MICCAI (2) NeurIPS (2) WACV (2)

Top co-authors

Ziyan Wu (23) Terrence Chen (22) Meng Zheng (21) Zhongpai Gao (17) Anwesa Choudhuri (9) Srikrishna Karanam (4) Xuan Gong (3) Abhishek Sharma (3) DAVID DOERMANN (3) Junsong Yuan (3)

Research topics

Computer Vision (17) Analysis (14) Deep Learning (8) Artificial Intelligence (7) Core AI (6) Processing (6) Domain-Specific (5) Generation (5) Healthcare & Medicine (4) Machine Learning (4) Clinical (4) Learning Paradigms (3) Learning Types (3) Application Areas (2) Architectures (2)

Keywords

gaussian splatting (4) 3d reconstruction (4) 3d gaussian splatting (3) medical imaging (3) vision-language model (3) volume rendering (2) view-dependent effect (2) domain adaptation (2) real-time rendering (2) neural radiance field (2) semantic segmentation (2) object detection (2) novel view synthesis (2) 3d vision (2) dynamic scene (2) differentiable rendering (2) human mesh recovery (2) knowledge transfer (1) scene understanding (1) image segmentation (1)

Papers

Consistent Instance Field for Dynamic Scene Understanding CVPR 2026 MedGRPO: Multi-Task Reinforcement Learning for Heterogeneous Medical Video Understanding CVPR 2026 3D Vision-Language Gaussian Splatting ICLR 2025 6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering ICLR 2025 7DGS: Unified Spatial-Temporal-Angular Gaussian Splatting ICCV 2025 Automated Patient Positioning with Learned 3D Hand Gestures WACV 2025 CHROME: Clothed Human Reconstruction with Occlusion-Resilience and Multiview-Consistency from a Single Image ICCV 2025 Order-aware Interactive Segmentation ICLR 2025 PolypSegTrack: Unified Foundation Model for Colonoscopy Video Analysis MICCAI 2025 Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025 DaReNeRF: Direction-aware Representation for Dynamic Scenes CVPR 2024 DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering NeurIPS 2024 Disguise without Disruption: Utility-Preserving Face De-identification AAAI 2024 Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images ECCV 2024 Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion MICCAI 2024 Implicit Modeling of Non-rigid Objects with Cross-Category Signals AAAI 2024 PBADet: A One-Stage Anchor-Free Approach for Part-Body Association ICLR 2024 Progressive Multi-View Human Mesh Recovery with Self-Supervision AAAI 2023 PREF: Predictability Regularized Neural Motion Fields ECCV 2022 PseudoClick: Interactive Image Segmentation with Click Imitation ECCV 2022 Self-supervised Human Mesh Recovery with Cross-Representation Alignment ECCV 2022 SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022 AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk WACV 2021 Physics-Based Differentiable Depth Sensor Simulation ICCV 2021 Incremental Scene Synthesis NeurIPS 2019