← Authors

Andrew Markham

35 papers · 2017–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (6) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (63) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (8) 🀝 Dynamic Duo (30) πŸ”¬ Deep Specialist (16) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (173) πŸš€ Conference Pioneer ⚑ Prolific Year (10) πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (35)

Conferences

CVPR (8) NIPS (5) AAAI (4) ICCV (4) ECCV (3) WACV (3) ICML (2) INTERSPEECH (2) AISTATS (1) CORL (1) EMNLP (1) IJCAI (1)

Top co-authors

Niki Trigoni (30) Yuhang He (11) Ta-Ying Cheng (8) Qingyong Hu (7) Sangyun Shin (7) Kaichen Zhou (6) Bo Yang (6) Changhao Chen (5) Bing Wang (4) Chris Xiaoxuan Lu (4)

Research topics

Analysis (1)

Keywords

point cloud (7) 3d vision (4) neural network (4) semantic segmentation (3) diffusion model (3) domain adaptation (3) raw waveform (3) 3d object detection (3) attention mechanism (2) 3d localization (2) variational autoencoder (2) object detection (2) instance segmentation (2) sound source localization (2) camera localization (2) multimodal learning (2) scene understanding (2) 3d reconstruction (2) depth estimation (2) visual localization (2)

Papers

SoundLoc3D: Invisible 3D Sound Source Localization and Classification using a Multimodal RGB-D Acoustic Camera WACV 2025
DiffRefine: Diffusion-based Proposal Specific Point Cloud Densification for Cross-Domain Object Detection ICCV 2025
RiTTA: Modeling Event Relations in Text-to-Audio Generation EMNLP 2025
Learning Continuous 3D Words for Text-to-Image Generation CVPR 2024
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection NIPS 2024
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors NIPS 2024
SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network AAAI 2024
Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation CVPR 2024
ZeST: Zero-Shot Material Transfer from a Single Image ECCV 2024
Deep Neural Room Acoustics Primitive ICML 2024
Pre-training Feature Guided Diffusion Model for Speech Enhancement INTERSPEECH 2024
Sound3DVDet: 3D Sound Source Detection Using Multiview Microphone Array and RGB Images WACV 2024
Beyond Fusion: Modality Hallucination-Based Multispectral Fusion for Pedestrian Detection WACV 2024
SoundSynp: Sound Source Detection from Raw Waveforms with Multi-Scale Synperiodic Filterbanks AISTATS 2023
DynPoint: Dynamic Neural Point For View Synthesis NIPS 2023
3DMiner: Discovering Shapes from Large-Scale Unannotated Image Datasets ICCV 2023
Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation NIPS 2023
SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds ECCV 2022
No Pain, Big Gain: Classify Dynamic Point Cloud Sequences With Static Models by Fitting Feature-Level Space-Time Surfaces CVPR 2022
Meta-Sampler: Almost-Universal yet Task-Oriented Sampling for Point Clouds ECCV 2022
SoundDoA: Learn Sound Source Direction of Arrival and Semantics from Sound Raw Waveforms INTERSPEECH 2022
When the Sun Goes Down: Repairing Photometric Losses for All-Day Depth Estimation CORL 2022
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges CVPR 2021
VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization AAAI 2021
P2-Net: Joint Description and Detection of Local Features for Pixel and Point Matching ICCV 2021
SoundDet: Polyphonic Moving Sound Event Detection and Localization from Raw Waveform ICML 2021
SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration CVPR 2021
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds CVPR 2020
AtLoc: Attention Guided Camera Localization AAAI 2020
Selective Sensor Fusion for Neural Visual-Inertial Odometry CVPR 2019
Distilling Knowledge From a Deep Pose Regressor Network ICCV 2019
Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds NIPS 2019
MotionTransformer: Transferring Neural Inertial Tracking between Domains AAAI 2019
3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations IJCAI 2018
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization CVPR 2017