conftrace_

multimodal model

110 papers

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Co-occurring keywords

multimodal learning (4645) large language model (13587) large multimodal model (184) vision-language model (2348) visual question answering (1017) benchmark evaluation (1556) visual reasoning (493) video understanding (1658) image generation (2073) zero-shot learning (3650)

Papers

DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NIPS 2024
Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024
Unveiling the mystery of visual attributes of concrete and abstract concepts: Variability, nearest neighbors, and challenging categories EMNLP 2024
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models EMNLP 2024
DISTMM: Accelerating Distributed Multimodal Model Training NSDI 2024
Instruction-Guided Visual Masking NIPS 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark NIPS 2024
BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval NIPS 2024
Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning With Multimodal Models CVPR 2023
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer EMNLP 2023
Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining EMNLP 2023
Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image Models ACL 2023
Are aligned neural networks adversarially aligned? NIPS 2023
DISCOVER: Making Vision Networks Interpretable via Competition and Dissection NIPS 2023
Retrieval-Augmented Multimodal Language Modeling ICML 2023
Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models EACL 2023
GPL at SemEval-2023 Task 1: WordNet and CLIP to Disambiguate Images ACL 2023
University of Hildesheim at SemEval-2023 Task 1: Combining Pre-trained Multimodal and Generative Models for Image Disambiguation ACL 2023
GPL at SemEval-2023 Task 1: WordNet and CLIP to Disambiguate Images SEMEVAL 2023
Findings of the CONSTRAINT 2022 Shared Task on Detecting the Hero, the Villain, and the Victim in Memes ACL 2022
DD-TIG at Constraint@ACL2022: Multimodal Understanding and Reasoning for Role Labeling of Entities in Hateful Memes ACL 2022
Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022
Abstract Visual Reasoning with Tangram Shapes EMNLP 2022
Logically at the Constraint 2022: Multimodal role labelling ACL 2022