Alois Knoll
33 papers · 2009–2026 · 12 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) π§ Keyword Pioneer π Conference Polyglot (12) π Academic Marathon (16) π Renaissance Researcher (7)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(54)
π
Keyword Champion
π§¬
Topic Evolution
π
Grand Slam
ποΈ
Keyword Collector
(130)
β‘
Prolific Year
(8)
π₯
Unstoppable
(7)
π
Conference Pioneer
π
Century Club
(32)
Conferences
ICCV (7)
AAAI (6)
CVPR (4)
IJCAI (3)
NIPS (3)
ICLR (2)
ICML (2)
WACV (2)
ACL (1)
CORL (1)
ECCV (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
image restoration
(5)
autonomous driving
(4)
source-free domain adaptation
(3)
image deblurring
(3)
convolutional neural network
(3)
image dehazing
(3)
3d vision
(3)
channel attention
(2)
domain adaptation
(2)
reinforcement learning
(2)
safe reinforcement learning
(2)
frequency domain
(2)
u-shaped network
(2)
semantic segmentation
(2)
policy optimization
(2)
collaborative perception
(2)
biased sampling
(1)
feature extraction
(1)
network architecture
(1)
adversarial learning
(1)
Papers
OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
AAAI 2026
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
ICLR 2025
CoDa-4DGS: Dynamic Gaussian Splatting with Context and Deformation Awareness for Autonomous Driving
ICCV 2025
FFHFlow: Diverse and Uncertainty-Aware Dexterous Grasp Generation via Flow Variational Inference
CORL 2025
TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes
ICML 2025
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
CVPR 2024
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
NIPS 2024
Diffusion-based Curriculum Reinforcement Learning
NIPS 2024
Omni-Kernel Network for Image Restoration
AAAI 2024
Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
AAAI 2024
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection
CVPR 2024
Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles
CVPR 2024
Hybrid Frequency Modulation Network for Image Restoration
IJCAI 2024
IRNeXt: Rethinking Convolutional Network Design for Image Restoration
ICML 2023
DiGA: Distil To Generalize and Then Adapt for Domain Adaptive Semantic Segmentation
CVPR 2023
Dual-Domain Attention for Image Deblurring
AAAI 2023
Strip Attention for Image Restoration
IJCAI 2023
LoopDA: Constructing Self-Loops To Adapt Nighttime Semantic Segmentation
WACV 2023
Focal Network for Image Restoration
ICCV 2023
TMA: Temporal Motion Aggregation for Event-based Optical Flow
ICCV 2023
UMC: A Unified Bandwidth-efficient and Multi-resolution based Collaborative Perception Framework
ICCV 2023
Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning
AAAI 2023
Selective Frequency Network for Image Restoration
ICLR 2023
3D Object Detection with a Self-Supervised Lidar Scene Flow Backbone
ECCV 2022
Automated Defect Inspection in Reverse Engineering of Integrated Circuits
WACV 2022
PointINet: Point Cloud Frame Interpolation Network
AAAI 2021
RSKDD-Net: Random Sample-based Keypoint Detector and Descriptor
NIPS 2020
Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning
IJCAI 2019
Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks
ICCV 2019
Variational PatchMatch MultiView Reconstruction and Refinement
ICCV 2015
PM-Huber: PatchMatch with Huber Regularization for Stereo Matching
ICCV 2013
Comparing Objective and Subjective Measures of Usability in a Human-Robot Dialogue System
IJCNLP 2009
Comparing Objective and Subjective Measures of Usability in a Human-Robot Dialogue System
ACL 2009