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Multimodal Learning

13,057 papers

Papers per year

Papers

ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis NIPS 2021
Debiased Visual Question Answering from Feature and Sample Perspectives NIPS 2021
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention NIPS 2021
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training NIPS 2021
Representation Learning for Event-based Visuomotor Policies NIPS 2021
SketchGen: Generating Constrained CAD Sketches NIPS 2021
Grounding Spatio-Temporal Language with Transformers NIPS 2021
History Aware Multimodal Transformer for Vision-and-Language Navigation NIPS 2021
Computer-Aided Design as Language NIPS 2021
Bubblewrap: Online tiling and real-time flow prediction on neural manifolds NIPS 2021
A 3D Generative Model for Structure-Based Drug Design NIPS 2021
Self-Instantiated Recurrent Units with Dynamic Soft Recursion NIPS 2021
Multi-modal Dependency Tree for Video Captioning NIPS 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NIPS 2021
Joint Modeling of Visual Objects and Relations for Scene Graph Generation NIPS 2021
Grammar-Based Grounded Lexicon Learning NIPS 2021
Learning Signal-Agnostic Manifolds of Neural Fields NIPS 2021
Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses NIPS 2021
Raw Nav-merge Seismic Data to Subsurface Properties with MLP based Multi-Modal Information Unscrambler NIPS 2021
Generalizable Multi-linear Attention Network NIPS 2021
Attention over Learned Object Embeddings Enables Complex Visual Reasoning NIPS 2021
Integrating Tree Path in Transformer for Code Representation NIPS 2021
Can fMRI reveal the representation of syntactic structure in the brain? NIPS 2021
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers NIPS 2021
Curriculum Learning for Vision-and-Language Navigation NIPS 2021