ICML 2024 accepted papers on 3D vision
28 of the 2,610 papers accepted at ICML 2024 (1.1%) are on 3D vision, compared with 0.6% at ICML 2023. They fall into 6 topics.
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Topics and papers
3D generation · 11 papers
- Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective (10 citations)
- IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation (3 citations)
- GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting (2 citations)
- SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code (2 citations)
- Retrieval-Augmented Score Distillation for Text-to-3D Generation (1 citation)
- Disentangled 3D Scene Generation with Layout Learning
- Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization
- OSN: Infinite Representations of Dynamic 3D Scenes from Monocular Videos
- UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
- Deep Neural Room Acoustics Primitive
- Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering
Face and shape · 7 papers
- Learning with 3D rotations, a hitchhiker's guide to SO(3) (3 citations)
- An Intrinsic Vector Heat Network
- Coarse-To-Fine Tensor Trains for Compact Visual Representations
- Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding
- S3O: A Dual-Phase Approach for Reconstructing Dynamic Shape and Skeleton of Articulated Objects from Single Monocular Video
- Enhancing Implicit Shape Generators Using Topological Regularizations
- Implicit Representations via Operator Learning
NeRF and radiance fields · 5 papers
- Synergistic Integration of Coordinate Network and Tensorial Feature for Improving Neural Radiance Fields from Sparse Inputs (1 citation)
- Neural NeRF Compression
- NeWRF: A Deep Learning Framework for Wireless Radiation Field Reconstruction and Channel Prediction
- PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency
- Robust Inverse Graphics via Probabilistic Inference
Gaussian splatting · 3 papers
Human pose estimation · 1 paper
- On the Calibration of Human Pose Estimation (2 citations)