Rationale-aware Autonomous Driving Policy utilizing Safety Force Field implemented on CARLA Simulator
Comments 9 pages including appendices, 4 figures, NeurIPS 2022 Workshop: Machine Learning for Autonomous Driving (ML4AD)
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Language-Conditioned Reinforcement Learning to Solve Misunderstandings with Action Corrections
Comments Accepted to the 2nd Workshop on Language in Reinforcement Learning, (NeurIPS 2022)
Protein language model rescue mutations highlight variant effects and structure in clinically relevant genes
Comments NeurIPS 2022, Workshop on Learning Meaningful Representations of Life
Look More but Care Less in Video Recognition
Comments Accepted by NeurIPS 2022
Path Independent Equilibrium Models Can Better Exploit Test-Time Computation
Comments NeurIPS 2022
Ask4Help: Learning to Leverage an Expert for Embodied Tasks
Comments Accepted at NeurIPS, 2022
SAR-based landslide classification pretraining leads to better segmentation
Comments Accepted to the NeurIPS 2022 workshop Artificial Intelligence for Humanitarian Assistance and Disaster Response. This research was conducted as part of the Frontier Development Lab (FDL) 2022
Identifying the Causes of Pyrocumulonimbus (PyroCb)
Comments 14 pages 9 figures. To be published in the 2022 NeurIPS Workshop on Causal Machine Learning for Real-World Impact
Redeeming Intrinsic Rewards via Constrained Optimization
Comments NeurIPS 2022
SEIFER: Scalable Edge Inference for Deep Neural Networks
Comments Accepted to the "Challenges in Deploying and Monitoring ML Systems" Workshop of NeurIPS 2022
Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions
Comments "A causal view on dynamical systems" Workshop at NeurIPS 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone
Comments NeurIPS 2022. Project Website: https://ashkamath.github.io/FIBER_page
Self-Driving like a Human driver instead of a Robocar: Personalized comfortable driving experience for autonomous vehicles
Comments 8 pages, 9 figures, NeurIPS 2019 Workshop: Machine Learning for Autonomous Driving (ML4AD)
Do graph neural networks learn traditional jet substructure?
Comments 5 pages, 4 figures. Accepted to Machine Learning for Physical Sciences NeurIPS 2022 workshop
Knowledge distillation for fast and accurate DNA sequence correction
Journal ref Learning Meaningful Representations of Life, NeurIPS 2022 workshop oral paper
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning
Comments 48 pages. Published in NeurIPS 2022
Journal ref Advances in Neural Information Processing Systems 36 (NeurIPS 2022)
Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech
Comments 8 pages, 3 figures, 2 tables
Journal ref NeurIPS Workshop on SyntheticData4ML, December 2022
A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models
Comments Accepted in Neural Information Processing Systems (NeurIPS) 2022 Workshop on AI for Accelerated Materials Design (AI4Mat). Selected as spotlight paper for workshop
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis
Comments 6th Workshop on Meta-Learning at NeurIPS 2022, New Orleans
Influencer Detection with Dynamic Graph Neural Networks
Comments Conference workshop camera-ready paper - accepted at NeurIPS TGL 2022. 8 pages, 4 figures
Language Conditioned Spatial Relation Reasoning for 3D Object Grounding
Comments Accepted in NeurIPS 2022; Project website: https://cshizhe.github.io/projects/vil3dref.html
Ignore Previous Prompt: Attack Techniques For Language Models
Comments ML Safety Workshop NeurIPS 2022
Learning to Control Rapidly Changing Synaptic Connections: An Alternative Type of Memory in Sequence Processing Artificial Neural Networks
Comments Presented at NeurIPS 2022 Workshop on Memory in Artificial and Real Intelligence
I see you: A Vehicle-Pedestrian Interaction Dataset from Traffic Surveillance Cameras
Comments paper accepted at LXAI workshop at NeurIPS 2022, github repository https://github.com/hvzzzz/Vehicle_Trajectory_Dataset
Statistical Inference for Coadded Astronomical Images
Comments Accepted to the NeurIPS 2022 Machine Learning and the Physical Sciences workshop. 6 pages, 2 figures
Learning unfolded networks with a cyclic group structure
Comments Accepted as an extended abstract in NeurIPS Workshop on Symmetry and Geometry in Neural Representations
Simulation-guided Beam Search for Neural Combinatorial Optimization
Comments Accepted at NeurIPS 2022
Quark: Controllable Text Generation with Reinforced Unlearning
Journal ref NeurIPS 2022 (Oral Selection)
Data Distributional Properties Drive Emergent In-Context Learning in Transformers
Comments Accepted at NeurIPS 2022 (Oral). Code is available at: https://github.com/deepmind/emergent_in_context_learning
Testing geometric representation hypotheses from simulated place cell recordings
Comments NeurIPS 2022: NeurReps workshop, extended abstract track
