Parikh, Devi

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Selvaraju, R. R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., & Batra, D. (2017) · 2017 IEEE International Conference on Computer Vision (ICCV)

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 24,513

CIDEr: Consensus-based image description evaluation

Vedantam, R., Zitnick, C. L., & Parikh, D. (2015) · 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsImage Retrieval and Classification Techniques

Cited by 4,845

VQA: Visual Question Answering

Antol, S., Agrawal, A., Lu, J., Mitchell, M., Batra, D., Zitnick, C. L., & Parikh, D. (2015) · 2015 IEEE International Conference on Computer Vision (ICCV)

Multimodal Machine Learning ApplicationsVisual Attention and Saliency Detection

Cited by 4,487

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Goyal, Y., Khot, T., Summers-Stay, D., Batra, D., & Parikh, D. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsVisual Attention and Saliency Detection

Cited by 2,287

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Lu, J., Batra, D., Parikh, D., & Lee, S. (2019) · arXiv

Multimodal Machine Learning ApplicationsVisual Attention and Saliency Detection

Cited by 2,109

Habitat: A Platform for Embodied AI Research

Savva, M., Kadian, A., Maksymets, O., Zhao, Y., Wijmans, E., Jain, B., Straub, J., Liu, J., Koltun, V., Malik, J., et al. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Reinforcement Learning in RoboticsRobotics and Sensor-Based Localization

Cited by 1,237

Joint Unsupervised Learning of Deep Representations and Image Clusters

Yang, J., Parikh, D., & Batra, D. (2016) · 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Clustering Algorithms ResearchAdvanced Neural Network Applications

Cited by 879

A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories

Mostafazadeh, N., Chambers, N., He, X., Parikh, D., Batra, D., Vanderwende, L., Kohli, P., & Allen, J. (2016) · Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Topic ModelingNatural Language Processing Techniques

Cited by 598

VQA: Visual Question Answering: www.visualqa.org

Agrawal, A., Lu, J., Antol, S., Mitchell, M., Zitnick, C. L., Parikh, D., & Batra, D. (2017) · International Journal of Computer Vision

Multimodal Machine Learning ApplicationsVisual Attention and Saliency Detection

Cited by 570

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Goyal, Y., Khot, T., Agrawal, A., Summers-Stay, D., Batra, D., & Parikh, D. (2019) · International Journal of Computer Vision

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 487

Visual Dialog

Das, A., Kottur, S., Gupta, K., Singh, A., Yadav, D., Moura, J. M. F., Parikh, D., & Batra, D. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsSpeech and dialogue systems

Cited by 445

Embodied Question Answering

Das, A., Datta, S., Gkioxari, G., Lee, S., Parikh, D., & Batra, D. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reinforcement Learning in RoboticsMultimodal Machine Learning Applications

Cited by 410

Make-A-Video: Text-to-Video Generation without Text-Video Data

Singer, U., Polyak, A., Hayes, T., Yin, X., An, J., Zhang, S., Hu, Q., Yang, H., Ashual, O., Gafni, O., et al. (2022) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 395

Deal or No Deal? End-to-End Learning of Negotiation Dialogues

Lewis, M., Yarats, D., Dauphin, Y., Parikh, D., & Batra, D. (2017) · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

Speech and dialogue systemsMulti-Agent Systems and Negotiation

Cited by 347

Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors

Gafni, O., Polyak, A., Ashual, O., Sheynin, S., Parikh, D., & Taigman, Y. (2022) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 332

Analyzing the Behavior of Visual Question Answering Models

Agrawal, A., Batra, D., & Parikh, D. (2016) · Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Multimodal Machine Learning ApplicationsVisual Attention and Saliency Detection

Cited by 297

Improving Vision-and-Language Navigation with Image-Text Pairs from the Web

Majumdar, A., Shrivastava, A., Lee, S., Anderson, P., Parikh, D., & Batra, D. (2020) · Lecture Notes in Computer Science

Multimodal Machine Learning ApplicationsRobot Manipulation and Learning

Cited by 201

SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation

Gordon, D., Kadian, A., Parikh, D., Hoffman, J., & Batra, D. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Reinforcement Learning in RoboticsDomain Adaptation and Few-Shot Learning

Cited by 57

Chasing Ghosts: Instruction Following as Bayesian State Tracking

Anderson, P., Shrivastava, A., Parikh, D., Batra, D., & Lee, S. (2019) · arXiv

Reinforcement Learning in RoboticsMultimodal Machine Learning Applications

Cited by 55

Embodied Amodal Recognition: Learning to Move to Perceive Objects

Yang, J., Ren, Z., Xu, M., Chen, X., Crandall, D., Parikh, D., & Batra, D. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Advanced Neural Network ApplicationsRobot Manipulation and Learning

Cited by 48

Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack

Dai, X., Hou, J., Ma, C.-Y., Tsai, S., Wang, J., Wang, R., Zhang, P., Vandenhende, S., Wang, X., Dubey, A., et al. (2023) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 36

Visual Conceptual Blending with Large-scale Language and Vision Models

Ge, S., & Parikh, D. (2021) · arXiv

Multimodal Machine Learning ApplicationsGenerative Adversarial Networks and Image Synthesis

Cited by 4