← Authors

Stephen Gould

79 papers · 2008–2025 · 11 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (11) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (8) πŸƒ Academic Marathon (17) 🌍 Conference Polyglot (11) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (7) 🏠 Conference Loyalist (28) 🀝 Dynamic Duo (12) πŸ”¬ Deep Specialist (14) πŸ‘‘ Triple Crown πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (14) ❓ The Questioner (3) πŸ—ƒοΈ Keyword Collector (333) πŸ“ˆ Trend Setter πŸ’Ž Century Club (79) πŸš€ Conference Pioneer ⚑ Prolific Year (5)

Conferences

CVPR (28) ICCV (11) NIPS (10) WACV (10) ECCV (5) ICML (5) ICLR (4) EMNLP (2) JMLR (2) ACL (1) IJCAI (1)

Top co-authors

Dylan Campbell (12) Yizhak Ben-Shabat (11) Liang Zheng (10) Basura Fernando (8) Weijian Deng (8) Anoop Cherian (7) Yicong Hong (7) Cristian Rodriguez (7) Chamin Hewa Koneputugodage (6) Ming Xu (6)

Keywords

object detection (7) point cloud (7) action recognition (6) convolutional neural network (6) surface reconstruction (6) video understanding (5) representation learning (4) 3d vision (4) semantic segmentation (4) multimodal learning (4) implicit neural representation (4) neural network (4) vision-language navigation (4) contrastive learning (3) feature learning (3) 3d reconstruction (3) message passing (3) multi-modal learning (3) image captioning (3) riemannian optimization (3)

Papers

Pos3R: 6D Pose Estimation for Unseen Objects Made Easy CVPR 2025
VI^3NR: Variance Informed Initialization for Implicit Neural Representations CVPR 2025
Temporally Grounding Instructional Diagrams in Unconstrained Videos WACV 2025
Leaps and Bounds: An Improved Point Cloud Winding Number Formulation for Fast Normal Estimation and Surface Reconstruction ICCV 2025
Can We Predict Performance of Large Models across Vision-Language Tasks? ICML 2025
Manual-PA: Learning 3D Part Assembly from Instruction Diagrams ICCV 2025
Bi-Directional Training for Composed Image Retrieval via Text Prompt Learning WACV 2024
An Empirical Study Into What Matters for Calibrating Vision-Language Models ICML 2024
Small Steps and Level Sets: Fitting Neural Surface Models with Point Guidance CVPR 2024
Unsupervised Dense Prediction using Differentiable Normalized Cuts ECCV 2024
NeRFEditor: Differentiable Style Decomposition for 3D Scene Editing WACV 2024
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame NIPS 2024
Neural Experts: Mixture of Experts for Implicit Neural Representations NIPS 2024
LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick Using Cosmetic Attributes WACV 2024
Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection ICLR 2024
The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models? ECCV 2024
IKEA Ego 3D Dataset: Understanding Furniture Assembly Actions From Ego-View 3D Point Clouds WACV 2024
Ray Deformation Networks for Novel View Synthesis of Refractive Objects WACV 2024
3DInAction: Understanding Human Actions in 3D Point Clouds CVPR 2024
Learning to Select Views for Efficient Multi-View Understanding CVPR 2024
Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation CVPR 2024
Differentiable Neural Surface Refinement for Modeling Transparent Objects CVPR 2024
Exploring Predicate Visual Context in Detecting of Human-Object Interactions ICCV 2023
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations CVPR 2023
High-Fidelity Guided Image Synthesis With Latent Diffusion Models CVPR 2023
Octree Guided Unoriented Surface Reconstruction CVPR 2023
Revisiting Implicit Differentiation for Learning Problems in Optimal Control NIPS 2023
Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups ICCV 2023
Scaling Data Generation in Vision-and-Language Navigation ICCV 2023
Learning Navigational Visual Representations with Semantic Map Supervision ICCV 2023
Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation ICML 2023
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths ICLR 2023
Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation CVPR 2022
Efficient Two-Stage Detection of Human-Object Interactions With a Novel Unary-Pairwise Transformer CVPR 2022
On the Strong Correlation Between Model Invariance and Generalization NIPS 2022
DiGS: Divergence Guided Shape Implicit Neural Representation for Unoriented Point Clouds CVPR 2022
Image Retrieval on Real-Life Images With Pre-Trained Vision-and-Language Models ICCV 2021
Rethinking conditional GAN training: An approach using geometrically structured latent manifolds NIPS 2021
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking CVPR 2021
VLN BERT: A Recurrent Vision-and-Language BERT for Navigation CVPR 2021
Spatially Conditioned Graphs for Detecting Human-Object Interactions ICCV 2021
Contextually Plausible and Diverse 3D Human Motion Prediction ICCV 2021
Conditional Generative Modeling via Learning the Latent Space ICLR 2021
What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? ICML 2021
DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video WACV 2021
The IKEA ASM Dataset: Understanding People Assembling Furniture Through Actions, Objects and Pose WACV 2021
DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares ECCV 2020
Multiview Detection with Feature Perspective Transformation ECCV 2020
Solving the Blind Perspective-n-Point Problem End-To-End With Robust Differentiable Geometric Optimization ECCV 2020
Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention WACV 2020
Blended Convolution and Synthesis for Efficient Discrimination of 3D Shapes WACV 2020
A Stochastic Conditioning Scheme for Diverse Human Motion Prediction CVPR 2020
A Signal Propagation Perspective for Pruning Neural Networks at Initialization ICLR 2020
Language and Visual Entity Relationship Graph for Agent Navigation NIPS 2020
Sub-Instruction Aware Vision-and-Language Navigation EMNLP 2020
Learning to Structure an Image With Few Colors CVPR 2020
A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews ACL 2020
The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation CVPR 2019
Learning to Find Common Objects Across Few Image Collections ICCV 2019
Partially-Supervised Image Captioning NIPS 2018
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR 2018
Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments CVPR 2018
Non-Linear Temporal Subspace Representations for Activity Recognition CVPR 2018
Video Representation Learning Using Discriminative Pooling CVPR 2018
Self-Supervised Video Representation Learning With Odd-One-Out Networks CVPR 2017
Guided Open Vocabulary Image Captioning with Constrained Beam Search EMNLP 2017
Generalized Rank Pooling for Activity Recognition CVPR 2017
DeepPermNet: Visual Permutation Learning CVPR 2017
Dynamic Image Networks for Action Recognition CVPR 2016
Learning End-to-end Video Classification with Rank-Pooling ICML 2016
Discriminative Hierarchical Rank Pooling for Activity Recognition CVPR 2016
Hierarchical Higher-Order Regression Forest Fields: An Application to 3D Indoor Scene Labelling ICCV 2015
An Exemplar-based CRF for Multi-instance Object Segmentation CVPR 2014
Efficient Extraction and Representation of Spatial Information from Video Data IJCAI 2013
DARWIN: A Framework for Machine Learning and Computer Vision Research and Development JMLR 2012
Region-based Segmentation and Object Detection NIPS 2009
Cascaded Classification Models: Combining Models for Holistic Scene Understanding NIPS 2008
Learning Bounded Treewidth Bayesian Networks JMLR 2008
Learning Bounded Treewidth Bayesian Networks NIPS 2008