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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

One More Check: Making “Fake Background” Be Tracked Again AAAI 2022
Memory-Guided Semantic Learning Network for Temporal Sentence Grounding AAAI 2022
Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022
End-to-End Transformer Based Model for Image Captioning AAAI 2022
L-CoDe:Language-Based Colorization Using Color-Object Decoupled Conditions AAAI 2022
Attribute-Based Progressive Fusion Network for RGBT Tracking AAAI 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents AAAI 2022
Using Multimodal Data and AI to Dynamically Map Flood Risk AAAI 2022
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022
ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations AAAI 2022
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems AAAI 2022
Efficient Multi-View Stereo by Iterative Dynamic Cost Volume CVPR 2022
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline CVPR 2022
UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System ACL 2022
There’s a Time and Place for Reasoning Beyond the Image ACL 2022
Multimodal fusion via cortical network inspired losses ACL 2022
Towards Video Text Visual Question Answering: Benchmark and Baseline NIPS 2022
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective NIPS 2022
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching NIPS 2022
Multi-Lingual Acquisition on Multimodal Pre-training for Cross-modal Retrieval NIPS 2022
Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding NIPS 2022
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models NIPS 2022
Semantic Exploration from Language Abstractions and Pretrained Representations NIPS 2022