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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction AAAI 2022
Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
Single-Stage Visual Relationship Learning using Conditional Queries NIPS 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification NIPS 2022
Grounded Video Situation Recognition NIPS 2022
Egocentric Video-Language Pretraining NIPS 2022
AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments NIPS 2022
Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension ACL 2022
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages ACL 2022
Things not Written in Text: Exploring Spatial Commonsense from Visual Signals ACL 2022
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022
Image Retrieval from Contextual Descriptions ACL 2022
MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022
Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations ACL 2022
M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database ACL 2022
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022
CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022
Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network AAAI 2022
Complementary Attention Gated Network for Pedestrian Trajectory Prediction AAAI 2022
Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition AAAI 2022
Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading AAAI 2022
You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022