[ICCV 2021] Adversarial VQA- A New Benchmark for Evaluating the Robustness of VQA Models

[NAACL 2021] APo-VAE- Text Generation in Hyperbolic Space

[CVPR 2021] ClipBERT for Video-and-Language Learning via Sparse Samplin

[ACL 2021] Cluster-Former- Clustering-based Sparse Transformer for Question Answering

[AAAI 2022] Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning

[NeurIPS 2021] Data-Efficient GAN Training Beyond (Just) Augmentations- A Lottery Ticket Perspective

[NeurIPS 2021 Deep RL Workshop] Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrati...

[ACL 2021] EarlyBERT- Efficient BERT Training via Early-bird Lottery Tickets

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[AAAI 2021] FILTER- An Enhanced Fusion Method for Cross-lingual Language Understanding

[ICLR 2021] InfoBERT- Improving Robustness of Language Models from an Information Theoretic Perspective

[NAACL 2021] LightningDOT- Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval

[NeurIPS 2021] The Elastic Lottery Ticket Hypothesis

[CVPR 2021] UC2 - Universal Cross-lingual Cross-modal Vision-and-Language Pre-training

[NeurIPS 2021] VALUE- A Multi-Task Benchmark for Video-and-Language Understanding Evaluation

[CVPR 2021] Wasserstein Contrastive Representation Distillation