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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

A Large-Scale Multilingual Study of Visual Constraints on Linguistic Selection of Descriptions EACL 2023
Characterizing the Entities in Harmful Memes: Who is the Hero, the Villain, the Victim? EACL 2023
Instruction Clarification Requests in Multimodal Collaborative Dialogue Games: Tasks, and an Analysis of the CoDraw Dataset EACL 2023
Paparazzi: A Deep Dive into the Capabilities of Language and Vision Models for Grounding Viewpoint Descriptions EACL 2023
CG-NeRF: Conditional Generative Neural Radiance Fields for 3D-Aware Image Synthesis WACV 2023
GAFNet: A Global Fourier Self Attention Based Novel Network for Multi-Modal Downstream Tasks WACV 2023
Watch Those Words: Video Falsification Detection Using Word-Conditioned Facial Motion WACV 2023
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text WACV 2023
Perceiver-VL: Efficient Vision-and-Language Modeling With Iterative Latent Attention WACV 2023
Watching the News: Towards VideoQA Models That Can Read WACV 2023
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos WACV 2023
Interactive Image Manipulation With Complex Text Instructions WACV 2023
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships MLHC 2023
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models NIPS 2023
Lip Reading for Low-resource Languages by Learning and Combining General Speech Knowledge and Language-specific Knowledge ICCV 2023
Human-Centred Multimodal Deep Learning Models for Chest X-Ray Diagnosis IJCAI 2023
Complementary Cues From Audio Help Combat Noise in Weakly-Supervised Object Detection WACV 2023
An Empirical Study on the Language Modal in Visual Question Answering IJCAI 2023
Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video IJCAI 2023
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech INTERSPEECH 2023
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes NIPS 2023
Video Timeline Modeling For News Story Understanding NIPS 2023
StressID: a Multimodal Dataset for Stress Identification NIPS 2023
GigaST: A 10,000-hour Pseudo Speech Translation Corpus INTERSPEECH 2023
Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation NIPS 2023