← Authors

Jan Kautz

153 papers · 2013–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🏠 Conference Loyalist (70) 🌟 Keyword Trendsetter Combo (3) πŸ† Grand Slam πŸ‘‘ Triple Crown 🀝 Dynamic Duo (38) πŸ‘₯ Mega-Team (28) πŸ”¬ Deep Specialist (26) 🧬 Topic Evolution πŸ† Keyword Champion ⚑ Prolific Year (13) ❓ The Questioner πŸ“ˆ Trend Setter πŸ’Ž Century Club (153) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (13) πŸ—ƒοΈ Keyword Collector (554)

Conferences

CVPR (70) ECCV (20) NIPS (19) ICCV (18) ICLR (14) ICML (5) CORL (2) AAAI (1) ACL (1) JMLR (1) RSS (1) WACV (1)

Top co-authors

Pavlo Molchanov (38) Sifei Liu (27) Shalini De Mello (23) Hongxu Yin (22) Ming-Yu Liu (20) Umar Iqbal (20) Kihwan Kim (17) Ming-Hsuan Yang (17) Arash Vahdat (16) Xueting Li (15)

Research topics

Models (1) Privacy (1)

Keywords

3d reconstruction (12) semantic segmentation (12) convolutional neural network (9) depth estimation (9) self-supervised learning (9) object detection (8) generative model (8) instance segmentation (6) contrastive learning (6) model compression (6) vision transformer (6) unsupervised learning (6) neural network (6) video generation (5) neural rendering (5) representation learning (5) knowledge distillation (5) semi-supervised learning (5) image generation (5) diffusion model (5)

Papers

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders ICLR 2025
LongVILA: Scaling Long-Context Visual Language Models for Long Videos ICLR 2025
LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement ICLR 2025
NVILA: Efficient Frontier Visual Language Models CVPR 2025
Scaling Vision Pre-Training to 4K Resolution CVPR 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network CVPR 2025
Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation CVPR 2025
NaVILA: Legged Robot Vision-Language-Action Model for Navigation RSS 2025
GENMO: A GENeralist Model for Human MOtion ICCV 2025
AdaHuman: Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion ICCV 2025
HumanOLAT: A Large-Scale Dataset for Full-Body Human Relighting and Novel-View Synthesis ICCV 2025
GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion ICCV 2025
MambaVision: A Hybrid Mamba-Transformer Vision Backbone CVPR 2025
One-Minute Video Generation with Test-Time Training CVPR 2025
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models ICML 2025
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning CVPR 2025
FoundationStereo: Zero-Shot Stereo Matching CVPR 2025
SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing CVPR 2025
RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models CVPR 2025
FLARE: Robot Learning with Implicit World Modeling CORL 2025
DreamGen: Unlocking Generalization in Robot Learning through Video World Models CORL 2025
Score-Based Diffusion Models in Function Space JMLR 2025
Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025
Gated Delta Networks: Improving Mamba2 with Delta Rule ICLR 2025
LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing ICLR 2025
Hymba: A Hybrid-head Architecture for Small Language Models ICLR 2025
SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models NIPS 2024
Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? CVPR 2024
COLMAP-Free 3D Gaussian Splatting CVPR 2024
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NIPS 2024
CosAE: Learnable Fourier Series for Image Restoration NIPS 2024
Compact Language Models via Pruning and Knowledge Distillation NIPS 2024
GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning CVPR 2024
Flextron: Many-in-One Flexible Large Language Model ICML 2024
FasterViT: Fast Vision Transformers with Hierarchical Attention ICLR 2024
3D Reconstruction with Generalizable Neural Fields using Scene Priors ICLR 2024
Learning to Jointly Understand Visual and Tactile Signals ICLR 2024
A Variational Perspective on Solving Inverse Problems with Diffusion Models ICLR 2024
LITA: Language Instructed Temporal-Localization Assistant ECCV 2024
COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation ECCV 2024
DiffiT: Diffusion Vision Transformers for Image Generation ECCV 2024
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects CVPR 2024
AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One CVPR 2024
Heterogeneous Continual Learning CVPR 2023
The Best Defense Is a Good Offense: Adversarial Augmentation Against Adversarial Attacks CVPR 2023
Generalizable One-shot 3D Neural Head Avatar NIPS 2023
Global Vision Transformer Pruning With Hessian-Aware Saliency CVPR 2023
Recurrence Without Recurrence: Stable Video Landmark Detection With Deep Equilibrium Models CVPR 2023
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation ICML 2023
Global Context Vision Transformers ICML 2023
Pseudoinverse-Guided Diffusion Models for Inverse Problems ICLR 2023
Convolutional State Space Models for Long-Range Spatiotemporal Modeling NIPS 2023
BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects CVPR 2023
Zero-Shot Pose Transfer for Unrigged Stylized 3D Characters CVPR 2023
PhysDiff: Physics-Guided Human Motion Diffusion Model ICCV 2023
RANA: Relightable Articulated Neural Avatars ICCV 2023
FreeSOLO: Learning To Segment Objects Without Annotations CVPR 2022
GradViT: Gradient Inversion of Vision Transformers CVPR 2022
GLAMR: Global Occlusion-Aware Human Mesh Recovery With Dynamic Cameras CVPR 2022
GroupViT: Semantic Segmentation Emerges From Text Supervision CVPR 2022
A-ViT: Adaptive Tokens for Efficient Vision Transformer CVPR 2022
Learning Continuous Environment Fields via Implicit Functions ICLR 2022
LANA: Latency Aware Network Acceleration ECCV 2022
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion ECCV 2022
Neural Interferometry: Image Reconstruction from Astronomical Interferometers Using Transformer-Conditioned Neural Fields AAAI 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge From GANs CVPR 2022
Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models CVPR 2021
Learning Indoor Inverse Rendering With 3D Spatially-Varying Lighting ICCV 2021
A Contrastive Learning Approach for Training Variational Autoencoder Priors NIPS 2021
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation NIPS 2021
Score-based Generative Modeling in Latent Space NIPS 2021
Binary TTC: A Temporal Geofence for Autonomous Navigation CVPR 2021
Learning to Track Instances without Video Annotations CVPR 2021
Self-Supervised Object Detection via Generative Image Synthesis ICCV 2021
Weakly-Supervised Physically Unconstrained Gaze Estimation CVPR 2021
See Through Gradients: Image Batch Recovery via GradInversion CVPR 2021
DexYCB: A Benchmark for Capturing Hand Grasping of Objects CVPR 2021
Parameter Efficient Multimodal Transformers for Video Representation Learning ICLR 2021
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models ICLR 2021
NRMVS: Non-Rigid Multi-view Stereo WACV 2020
Convolutional Tensor-Train LSTM for Spatio-Temporal Learning NIPS 2020
Online Adaptation for Consistent Mesh Reconstruction in the Wild NIPS 2020
NVAE: A Deep Hierarchical Variational Autoencoder NIPS 2020
Learning to Generate Multiple Style Transfer Outputs for an Input Sentence ACL 2020
Bi3D: Stereo Depth Estimation via Binary Classifications CVPR 2020
Meshlet Priors for 3D Mesh Reconstruction CVPR 2020
Self-Supervised Viewpoint Learning From Image Collections CVPR 2020
Two-Shot Spatially-Varying BRDF and Shape Estimation CVPR 2020
Novel View Synthesis of Dynamic Scenes With Globally Coherent Depths From a Monocular Camera CVPR 2020
Weakly-Supervised 3D Human Pose Learning via Multi-View Images in the Wild CVPR 2020
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020
UNAS: Differentiable Architecture Search Meets Reinforcement Learning CVPR 2020
Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection CVPR 2020
Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification ECCV 2020
Contrastive Learning for Weakly Supervised Phrase Grounding ECCV 2020
DeepGMR: Learning Latent Gaussian Mixture Models for Registration ECCV 2020
Self-supervised Single-view 3D Reconstruction via Semantic Consistency ECCV 2020
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints ECCV 2020
UFOΒ²: A Unified Framework towards Omni-supervised Object Detection ECCV 2020
Angular Visual Hardness ICML 2020
Extreme View Synthesis ICCV 2019
Neural Inverse Rendering of an Indoor Scene From a Single Image ICCV 2019
Few-Shot Adaptive Gaze Estimation ICCV 2019
Few-Shot Unsupervised Image-to-Image Translation ICCV 2019
Joint-task Self-supervised Learning for Temporal Correspondence NIPS 2019
Dancing to Music NIPS 2019
Few-shot Video-to-Video Synthesis NIPS 2019
STEP: Spatio-Temporal Progressive Learning for Video Action Detection CVPR 2019
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments CVPR 2019
Importance Estimation for Neural Network Pruning CVPR 2019
Pixel-Adaptive Convolutional Neural Networks CVPR 2019
Neural RGB(r)D Sensing: Depth and Uncertainty From a Video Camera CVPR 2019
PlaneRCNN: 3D Plane Detection and Reconstruction From a Single Image CVPR 2019
SCOPS: Self-Supervised Co-Part Segmentation CVPR 2019
Joint Discriminative and Generative Learning for Person Re-Identification CVPR 2019
Learning Linear Transformations for Fast Image and Video Style Transfer CVPR 2019
Learning Propagation for Arbitrarily-Structured Data ICCV 2019
Unsupervised Video Interpolation Using Cycle Consistency ICCV 2019
SENSE: A Shared Encoder Network for Scene-Flow Estimation ICCV 2019
A Closed-form Solution to Photorealistic Image Stylization ECCV 2018
Hand Pose Estimation via Latent 2.5D Heatmap Regression ECCV 2018
Video-to-Video Synthesis NIPS 2018
Context-aware Synthesis and Placement of Object Instances NIPS 2018
Geometry-Aware Learning of Maps for Camera Localization CVPR 2018
SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR 2018
Improving Landmark Localization With Semi-Supervised Learning CVPR 2018
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR 2018
Learning Superpixels With Segmentation-Aware Affinity Loss CVPR 2018
Switchable Temporal Propagation Network ECCV 2018
Separating Reflection and Transmission Images in the Wild ECCV 2018
Multimodal Unsupervised Image-to-image Translation ECCV 2018
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation ECCV 2018
Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset ECCV 2018
Superpixel Sampling Networks ECCV 2018
Simultaneous Edge Alignment and Learning ECCV 2018
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR 2018
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR 2018
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR 2018
Deep Semantic Face Deblurring CVPR 2018
Making Convolutional Networks Recurrent for Visual Sequence Learning CVPR 2018
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals CVPR 2018
Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization With Spatially-Varying Lighting ICCV 2017
A Lightweight Approach for On-The-Fly Reflectance Estimation ICCV 2017
Unsupervised Image-to-Image Translation Networks NIPS 2017
Learning Affinity via Spatial Propagation Networks NIPS 2017
Polarimetric Multi-View Stereo CVPR 2017
Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network CVPR 2017
Accelerated Generative Models for 3D Point Cloud Data CVPR 2016
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR 2016
Robust Model-Based 3D Head Pose Estimation ICCV 2015
Modeling Object Appearance Using Context-Conditioned Component Analysis CVPR 2015
Hierarchical Subquery Evaluation for Active Learning on a Graph CVPR 2014
Fully-Connected CRFs with Non-Parametric Pairwise Potential CVPR 2013