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Showing 1–50 of 246 papers

TitleStatusHype
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across LanguagesCode6
Versatile Diffusion: Text, Images and Variations All in One Diffusion ModelCode6
FlowTok: Flowing Seamlessly Across Text and Image TokensCode5
Magma: A Foundation Model for Multimodal AI AgentsCode5
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsCode4
Evaluating Text-to-Visual Generation with Image-to-Text GenerationCode3
Emu: Generative Pretraining in MultimodalityCode3
One Transformer Fits All Distributions in Multi-Modal Diffusion at ScaleCode3
Semantic Editing Increment Benefits Zero-Shot Composed Image RetrievalCode2
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic SegmentationCode2
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local SimilaritiesCode2
LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image RetrievalCode2
Libra: Building Decoupled Vision System on Large Language ModelsCode2
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept MatchingCode2
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language ModelsCode2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction TuningCode2
Planting a SEED of Vision in Large Language ModelCode2
Generative Diffusion Models on Graphs: Methods and ApplicationsCode2
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language UnderstandingCode2
GIT: A Generative Image-to-text Transformer for Vision and LanguageCode2
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision ModelsCode1
LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMsCode1
LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer TextCode1
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal CyclesCode1
UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and UnderstandingCode1
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?Code1
FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-trainingCode1
See or Guess: Counterfactually Regularized Image CaptioningCode1
UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and GenerationCode1
CMC-Bench: Towards a New Paradigm of Visual Signal CompressionCode1
Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and DesignCode1
Language-Oriented Semantic Latent Representation for Image TransmissionCode1
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?Code1
ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional ChangesCode1
Can MLLMs Perform Text-to-Image In-Context Learning?Code1
Benchmarking Large Multimodal Models against Common CorruptionsCode1
Improving Image Restoration through Removing Degradations in Textual RepresentationsCode1
Safe-CLIP: Removing NSFW Concepts from Vision-and-Language ModelsCode1
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the WebCode1
Symmetrical Linguistic Feature Distillation with CLIP for Scene Text RecognitionCode1
Multimodal Foundation Models For Echocardiogram InterpretationCode1
Beyond One-to-One: Rethinking the Referring Image SegmentationCode1
Vision-Language Dataset DistillationCode1
Unifying Two-Stream Encoders with Transformers for Cross-Modal RetrievalCode1
Transferable Decoding with Visual Entities for Zero-Shot Image CaptioningCode1
PRIOR: Prototype Representation Joint Learning from Medical Images and ReportsCode1
Bootstrapping Vision-Language Learning with Decoupled Language Pre-trainingCode1
Brain Captioning: Decoding human brain activity into images and textCode1
What You See is What You Read? Improving Text-Image Alignment EvaluationCode1
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