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Multimodal Learning

13,057 papers

Papers per year

Papers

Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning NIPS 2021
Directional Message Passing on Molecular Graphs via Synthetic Coordinates NIPS 2021
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations NIPS 2021
Multimodal Virtual Point 3D Detection NIPS 2021
Projected GANs Converge Faster NIPS 2021
MOMA: Multi-Object Multi-Actor Activity Parsing NIPS 2021
Compressive Visual Representations NIPS 2021
Human-Adversarial Visual Question Answering NIPS 2021
Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs NIPS 2021
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis NIPS 2021
Catch-A-Waveform: Learning to Generate Audio from a Single Short Example NIPS 2021
NeRV: Neural Representations for Videos NIPS 2021
SOLQ: Segmenting Objects by Learning Queries NIPS 2021
MERLOT: Multimodal Neural Script Knowledge Models NIPS 2021
Recognizing Vector Graphics without Rasterization NIPS 2021
Neural Production Systems NIPS 2021
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection NIPS 2021
Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering NIPS 2021
MAU: A Motion-Aware Unit for Video Prediction and Beyond NIPS 2021
UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis NIPS 2021
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments NIPS 2021
Targeted Neural Dynamical Modeling NIPS 2021
Learning with Noisy Correspondence for Cross-modal Matching NIPS 2021
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction NIPS 2021
Tactile Image-to-Image Disentanglement of Contact Geometry from Motion-Induced Shear CORL 2021