← Authors

Deva Ramanan

124 papers · 2006–2025 · 9 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸ—ΊοΈ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸƒ Academic Marathon (19) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (27) 🌟 Keyword Trendsetter Combo (12) 🀝 Dynamic Duo (14) πŸ‘‘ Triple Crown πŸ† Keyword Champion πŸ”¬ Deep Specialist (30) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (15) ⚑ Prolific Year (13) ❓ The Questioner πŸ’Ž Century Club (124) πŸ—ƒοΈ Keyword Collector (50)

Conferences

CVPR (50) ICCV (27) NIPS (15) ECCV (12) ICLR (11) ICML (3) WACV (3) CORL (2) ACL (1)

Top co-authors

Gengshan Yang (14) Zhiqiu Lin (9) Neehar Peri (9) Shu Kong (8) Achal Dave (8) Yu-Xiong Wang (8) James Hays (7) Tarasha Khurana (7) Peiyun Hu (7) Mengtian Li (7)

Keywords

3d reconstruction (14) object detection (11) neural radiance field (8) autonomous driving (8) image classification (7) semantic segmentation (7) view synthesis (7) vision-language model (7) optical flow (7) convolutional neural network (6) human pose estimation (5) depth estimation (5) object tracking (4) novel view synthesis (4) transfer learning (4) 3d object detection (4) feature learning (4) self-supervised learning (4) zero-shot learning (4) few-shot learning (4)

Papers

Using Diffusion Priors for Video Amodal Segmentation CVPR 2025
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features ICCV 2025
Efficient Autoregressive Shape Generation via Octree-Based Adaptive Tokenization ICCV 2025
Neural Eulerian Scene Flow Fields ICLR 2025
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning ACL 2025
Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models ICLR 2025
AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis CVPR 2025
MonoFusion: Sparse-View 4D Reconstruction via Monocular Fusion ICCV 2025
ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models ICCV 2025
Towards Foundational Models for Single-Chip Radar ICCV 2025
DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion CVPR 2025
Reanimating Images using Neural Representations of Dynamic Stimuli CVPR 2025
Generating Physically Stable and Buildable Brick Structures from Text ICCV 2025
Revisiting Few-Shot Object Detection with Vision-Language Models NIPS 2024
HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces CVPR 2024
Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024
SplaTAM: Splat Track & Map 3D Gaussians for Dense RGB-D SLAM CVPR 2024
The Neglected Tails in Vision-Language Models CVPR 2024
Re-Evaluating LiDAR Scene Flow WACV 2024
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples NIPS 2024
Shelf-Supervised Cross-Modal Pre-Training for 3D Object Detection CORL 2024
ZeroFlow: Scalable Scene Flow via Distillation ICLR 2024
Cameras as Rays: Pose Estimation via Ray Diffusion ICLR 2024
Better Call SAL: Towards Learning to Segment Anything in Lidar ECCV 2024
FlashTex: Fast Relightable Mesh Texturing with LightControlNet ECCV 2024
I Can't Believe It's Not Scene Flow! ECCV 2024
Evaluating Text-to-Visual Generation with Image-to-Text Generation ECCV 2024
Revisiting the Role of Language Priors in Vision-Language Models ICML 2024
Joint Metrics Matter: A Better Standard for Trajectory Forecasting ICCV 2023
Point Cloud Forecasting as a Proxy for 4D Occupancy Forecasting CVPR 2023
Learning To Zoom and Unzoom CVPR 2023
Soft Augmentation for Image Classification CVPR 2023
TarViS: A Unified Approach for Target-Based Video Segmentation CVPR 2023
Far3Det: Towards Far-Field 3D Detection WACV 2023
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video WACV 2023
Pix2map: Cross-Modal Retrieval for Inferring Street Maps From Images CVPR 2023
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation ICML 2023
SUDS: Scalable Urban Dynamic Scenes CVPR 2023
Reconstructing Animatable Categories From Videos CVPR 2023
Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning With Multimodal Models CVPR 2023
Distilling Neural Fields for Real-Time Articulated Shape Reconstruction CVPR 2023
3D-Aware Conditional Image Synthesis CVPR 2023
PyNeRF: Pyramidal Neural Radiance Fields NIPS 2023
PPR: Physically Plausible Reconstruction from Monocular Videos ICCV 2023
Total-Recon: Deformable Scene Reconstruction for Embodied View Synthesis ICCV 2023
Depth-Supervised NeRF: Fewer Views and Faster Training for Free CVPR 2022
Differentiable Raycasting for Self-Supervised Occupancy Forecasting ECCV 2022
RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild ECCV 2022
Multimodal Object Detection via Probabilistic Ensembling ECCV 2022
Learning to Discover and Detect Objects NIPS 2022
Continual Learning with Evolving Class Ontologies NIPS 2022
HODOR: High-Level Object Descriptors for Object Re-Segmentation in Video Learned From Static Images CVPR 2022
BANMo: Building Animatable 3D Neural Models From Many Casual Videos CVPR 2022
Mega-NERF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs CVPR 2022
Forecasting From LiDAR via Future Object Detection CVPR 2022
Towards Long-Tailed 3D Detection CORL 2022
Opening Up Open World Tracking CVPR 2022
Long-Tailed Recognition via Weight Balancing CVPR 2022
Learning Rare Category Classifiers on a Tight Labeling Budget ICCV 2021
ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction NIPS 2021
NeRS: Neural Reflectance Surfaces for Sparse-view 3D Reconstruction in the Wild NIPS 2021
Safe Local Motion Planning With Self-Supervised Freespace Forecasting CVPR 2021
Background Splitting: Finding Rare Classes in a Sea of Background CVPR 2021
LASR: Learning Articulated Shape Reconstruction From a Monocular Video CVPR 2021
Learning To Segment Rigid Motions From Two Frames CVPR 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation ICCV 2021
OpenGAN: Open-Set Recognition via Open Data Generation ICCV 2021
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories ICCV 2021
Detecting Invisible People ICCV 2021
Do Image Classifiers Generalize Across Time? ICCV 2021
Unsupervised Audiovisual Synthesis via Exemplar Autoencoders ICLR 2021
What You See is What You Get: Exploiting Visibility for 3D Object Detection CVPR 2020
CATER: A diagnostic dataset for Compositional Actions & TEmporal Reasoning ICLR 2020
Towards Streaming Perception ECCV 2020
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints ICLR 2020
MetaPix: Few-Shot Video Retargeting ICLR 2020
Learning to Move with Affordance Maps ICLR 2020
Upgrading Optical Flow to 3D Scene Flow Through Optical Expansion CVPR 2020
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild ECCV 2020
TAO: A Large-Scale Benchmark for Tracking Any Object ECCV 2020
4D Visualization of Dynamic Events From Unconstrained Multi-View Videos CVPR 2020
Online Model Distillation for Efficient Video Inference ICCV 2019
Weakly-Supervised Action Localization With Background Modeling ICCV 2019
Active Learning with Partial Feedback ICLR 2019
Shapes and Context: In-The-Wild Image Synthesis & Manipulation CVPR 2019
Meta-Learning to Detect Rare Objects ICCV 2019
Volumetric Correspondence Networks for Optical Flow NIPS 2019
Argoverse: 3D Tracking and Forecasting With Rich Maps CVPR 2019
Hierarchical Deep Stereo Matching on High-Resolution Images CVPR 2019
Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019
DistInit: Learning Video Representations Without a Single Labeled Video ICCV 2019
PixelNN: Example-based Image Synthesis ICLR 2018
Few-Shot Human Motion Prediction via Meta-Learning ECCV 2018
Active Testing: An Efficient and Robust Framework for Estimating Accuracy ICML 2018
Recycle-GAN: Unsupervised Video Retargeting ECCV 2018
Growing a Brain: Fine-Tuning by Increasing Model Capacity CVPR 2017
3D Human Pose Estimation = 2D Pose Estimation + Matching CVPR 2017
Expecting the Unexpected: Training Detectors for Unusual Pedestrians With Adversarial Imposters CVPR 2017
Predictive-Corrective Networks for Action Detection CVPR 2017
Learning Policies for Adaptive Tracking With Deep Feature Cascades ICCV 2017
Tracking as Online Decision-Making: Learning a Policy From Streaming Videos With Reinforcement Learning ICCV 2017
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking ICCV 2017
Learning to Model the Tail NIPS 2017
ActionVLAD: Learning Spatio-Temporal Aggregation for Action Classification CVPR 2017
Finding Tiny Faces CVPR 2017
Attentional Pooling for Action Recognition NIPS 2017
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR 2016
Multi-Scale Recognition With DAG-CNNs ICCV 2015
Understanding Everyday Hands in Action From RGB-D Images ICCV 2015
First-Person Pose Recognition Using Egocentric Workspaces CVPR 2015
Look and Think Twice: Capturing Top-Down Visual Attention With Feedback Convolutional Neural Networks ICCV 2015
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV 2015
Parsing Videos of Actions with Segmental Grammars CVPR 2014
Parsing Occluded People CVPR 2014
Capturing Long-tail Distributions of Object Subcategories CVPR 2014
Analysis by Synthesis: 3D Object Recognition by Object Reconstruction CVPR 2014
Exploring Weak Stabilization for Motion Feature Extraction CVPR 2013
Histograms of Sparse Codes for Object Detection CVPR 2013
Self-Paced Learning for Long-Term Tracking CVPR 2013
Analyzing 3D Objects in Cluttered Images NIPS 2012
Statistical Tests for Optimization Efficiency NIPS 2011
Video Annotation and Tracking with Active Learning NIPS 2011
Bilinear classifiers for visual recognition NIPS 2009
Learning to parse images of articulated bodies NIPS 2006