ViGIL@NeurIPS

Publications

2019

Nikhil Krishnaswamy, James Pustejovsky
Situated Grounding Facilitates Multimodal Concept Learning for AI. ViGIL@NeurIPS (2019)
Shachi H. Kumar, Eda Okur, Saurav Sahay, Jonathan Huang, Lama Nachman
Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog. ViGIL@NeurIPS (2019)
Yassine Mrabet, Dina Demner-Fushman
On Agreements in Visual Understanding. ViGIL@NeurIPS (2019)
Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman
Structural and functional learning for learning language use. ViGIL@NeurIPS (2019)
Visually Grounded Interaction and Language (ViGIL), NeurIPS 2019 Workshop, Vancouver, Canada, December 13, 2019 ViGIL@NeurIPS (2019)
Douwe Kiela, Suvrat Bhooshan, Hamed Firooz, Davide Testuggine
Supervised Multimodal Bitransformers for Classifying Images and Text. ViGIL@NeurIPS (2019)
Olga Kovaleva, Chaitanya Shivade, Satyananda Kashyap, Karina Kanjaria, Adam Coy, Deddeh Ballah, Yufan Guo, Joy T. Wu, Alexandros Karargyris, David Beymer, Anna Rumshisky, Vandana V. Mukherjee
Visual Dialog for Radiology: Data Curation and FirstSteps. ViGIL@NeurIPS (2019)
Harm de Vries, Dzmitry Bahdanau, Shikhar Murty, Aaron C. Courville, Philippe Beaudoin
CLOSURE: Assessing Systematic Generalization of CLEVR Models. ViGIL@NeurIPS (2019)
Jesse Mu, Percy Liang, Noah D. Goodman
Shaping Visual Representations with Language for Few-shot Classification. ViGIL@NeurIPS (2019)
Yen-Ling Kuo, Boris Katz, Andrei Barbu
Deep compositional robotic planners that follow natural language commands. ViGIL@NeurIPS (2019)
Jean-Benoit Delbrouck
Can adversarial training learn image captioning ? ViGIL@NeurIPS (2019)
Khanh Nguyen, Hal Daumé III
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning. ViGIL@NeurIPS (2019)
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi
Natural Language Grounded Multitask Navigation. ViGIL@NeurIPS (2019)
Vasu Sharma, Ankita Kalra, Louis-Philippe Morency
Induced Attention Invariance: Defending VQA Models against Adversarial Attacks. ViGIL@NeurIPS (2019)
Chihiro Fujiyama, Ichiro Kobayashi
A Comprehensive Analysis of Semantic Compositionality in Text-to-Image Generation. ViGIL@NeurIPS (2019)
Guan-Lin Chao, Abhinav Rastogi, Semih Yavuz, Dilek Hakkani-Tür, Jindong Chen, Ian R. Lane
Learning Question-Guided Video Representation for Multi-Turn Video Question Answering. ViGIL@NeurIPS (2019)
Tsu-Jui Fu, Yuta Tsuboi, Sosuke Kobayashi, Yuta Kikuchi
Learning from Observation-Only Demonstration for Task-Oriented Language Grounding via Self-Examination. ViGIL@NeurIPS (2019)
Alba Maria Hererra-Palacio, Carles Ventura, Carina Silberer, Ionut-Teodor Sorodoc, Gemma Boleda, Xavier Giró-i-Nieto
Recurrent Instance Segmentation using Sequences of Referring Expressions. ViGIL@NeurIPS (2019)
Dian Yu, Chandra Khatri, Alexandros Papangelis, Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Adrien Ecoffet, Huaixiu Zheng, Piero Molino, Jeff Clune, Zhou Yu, Kenji Sagae, Gökhan Tür
Commonsense and Semantic-Guided Navigation through Language in Embodied Environment. ViGIL@NeurIPS (2019)
Jialin Wu, Raymond J. Mooney
Hidden State Guidance: Improving Image Captioning Using an Image Conditioned Autoencoder. ViGIL@NeurIPS (2019)
Catalina Cangea, Eugene Belilovsky, Pietro Liò, Aaron C. Courville
VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering. ViGIL@NeurIPS (2019)
Jingxiang Lin, Unnat Jain, Alexander G. Schwing
A Simple Baseline for Visual Commonsense Reasoning. ViGIL@NeurIPS (2019)
Shabnam Daghaghi, Anshumali Shrivastava, Tharun Medini
Cross-Modal Mapping for Generalized Zero-Shot Learning by Soft-Labeling. ViGIL@NeurIPS (2019)
Nicolas Lair, Cédric Colas, Rémy Portelas, Jean-Michel Dussoux, Peter F. Dominey, Pierre-Yves Oudeyer
Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning. ViGIL@NeurIPS (2019)
Olivier Tieleman, Angeliki Lazaridou, Shibl Mourad, Charles Blundell, Doina Precup
Community size effect in artificial learning systems. ViGIL@NeurIPS (2019)
Thomas M. Sutter, Imant Daunhawer, Julia E. Vogt
Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence. ViGIL@NeurIPS (2019)
Alexander Kuhnle, Ann A. Copestake
What is needed for simple spatial language capabilities in VQA? ViGIL@NeurIPS (2019)
T. S. Jayram, Vincent Albouy, Tomasz Kornuta, Emre Sevgen, Ahmet S. Ozcan
Visually Grounded Video Reasoning in Selective Attention Memory. ViGIL@NeurIPS (2019)
Homagni Saha, Vijay Venkataraman, Alberto Speranzon, Soumik Sarkar
A perspective on multi-agent communication for information fusion. ViGIL@NeurIPS (2019)
Sanjay Subramanian, Sameer Singh, Matt Gardner
Analyzing Compositionality in Visual Question Answering. ViGIL@NeurIPS (2019)
Jean-Benoit Delbrouck
Modulated Self-attention Convolutional Network for VQA. ViGIL@NeurIPS (2019)
Geoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin
Self-Educated Language Agent with Hindsight Experience Replay for Instruction Following. ViGIL@NeurIPS (2019)
Farley Lai, Ning Xie, Derek Doran, Asim Kadav
Contextual Grounding of Natural Language Entities in Images. ViGIL@NeurIPS (2019)
Candace Ross, Cheahuychou Mao, Boris Katz, Andrei Barbu
Learning Language from Vision. ViGIL@NeurIPS (2019)
Gabriel Ilharco, Vihan Jain, Alexander Ku, Eugene Ie, Jason Baldridge
General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping. ViGIL@NeurIPS (2019)
Jiannan Xiang, Xin Wang, William Yang Wang
Not All Actions Are Equal: Learning to Stop in Language-Grounded Urban Navigation. ViGIL@NeurIPS (2019)