Apratim Bhattacharyya

According to our database, Apratim Bhattacharyya authored at least 20 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Look, Remember and Reason: Visual Reasoning with Grounded Rationales.

Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Reza Pourreza, Pulkit Madan, Roland Memisevic

CoRR, 2023

Painter: Teaching Auto-regressive Language Models to Draw Sketches.

Reza Pourreza, Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Pulkit Madan, Roland Memisevic

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

KING: Generating Safety-Critical Driving Scenarios for Robust Imitation via Kinematics Gradients.

Niklas Hanselmann, Katrin Renz, Kashyap Chitta, Apratim Bhattacharyya, Andreas Geiger

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Long-term future prediction under uncertainty and multi-modality.

Apratim Bhattacharyya

PhD thesis, 2021

SampleFix: Learning to Generate Functionally Diverse Fixes.

Hossein Hajipour, Apratim Bhattacharyya, Cristian-Alexandru Staicu, Mario Fritz

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers.

Apratim Bhattacharyya, Daniel Olmeda Reino, Mario Fritz, Bernt Schiele

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Data-driven process monitoring and fault analysis of reformer units in hydrogen plants: Industrial application and perspectives.

Ankur Kumar, Apratim Bhattacharya, Jesus Flores-Cerrillo

Comput. Chem. Eng., 2020

Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning.

Ahmed Salem, Apratim Bhattacharya, Michael Backes, Mario Fritz, Yang Zhang

Proceedings of the 29th USENIX Security Symposium, 2020

Haar Wavelet Based Block Autoregressive Flows for Trajectories.

Apratim Bhattacharyya, Christoph-Nikolas Straehle, Mario Fritz, Bernt Schiele

Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020

Normalizing Flows With Multi-Scale Autoregressive Priors.

Apratim Bhattacharyya, Shweta Mahajan, Mario Fritz, Bernt Schiele, Stefan Roth

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

"Best-of-Many-Samples" Distribution Matching.

Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

CoRR, 2019

Conditional Flow Variational Autoencoders for Structured Sequence Prediction.

Apratim Bhattacharyya, Michael Hanselmann, Mario Fritz, Bernt Schiele, Christoph-Nikolas Straehle

CoRR, 2019

SampleFix: Learning to Correct Programs by Sampling Diverse Fixes.

Hossein Hajipour, Apratim Bhattacharyya, Mario Fritz

CoRR, 2019

Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods.

Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Accurate and Diverse Sampling of Sequences Based on a "Best of Many" Sample Objective.

Apratim Bhattacharyya, Bernt Schiele, Mario Fritz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty.

Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Long-Term Image Boundary Prediction.

Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Efficiently Summarising Event Sequences with Rich Interleaving Patterns.

Apratim Bhattacharyya, Jilles Vreeken

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

2016

Long-Term Image Boundary Extrapolation.

Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz

CoRR, 2016

Spatio-Temporal Image Boundary Extrapolation.

Apratim Bhattacharyya, Mateusz Malinowski, Mario Fritz

CoRR, 2016