Garin K

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upvoted 60 papers 8 days ago

Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 14

Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models

Paper • 2312.17661 • Published Dec 29, 2023 • 12

Boosting Large Language Model for Speech Synthesis: An Empirical Study

Paper • 2401.00246 • Published Dec 30, 2023 • 9

A Comprehensive Study of Knowledge Editing for Large Language Models

Paper • 2401.01286 • Published Jan 2 • 16

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 178

A Vision Check-up for Language Models

Paper • 2401.01862 • Published Jan 3 • 9

Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers

Paper • 2401.01974 • Published Jan 3 • 5

LLaVA-φ: Efficient Multi-Modal Assistant with Small Language Model

Paper • 2401.02330 • Published Jan 4 • 14

Denoising Vision Transformers

Paper • 2401.02957 • Published Jan 5 • 27

DiarizationLM: Speaker Diarization Post-Processing with Large Language Models

Paper • 2401.03506 • Published Jan 7 • 13

GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation

Paper • 2401.04092 • Published Jan 8 • 20

Mixtral of Experts

Paper • 2401.04088 • Published Jan 8 • 156

Jump Cut Smoothing for Talking Heads

Paper • 2401.04718 • Published Jan 9 • 17

ANIM-400K: A Large-Scale Dataset for Automated End-To-End Dubbing of Video

Paper • 2401.05314 • Published Jan 10 • 8

PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models

Paper • 2401.05252 • Published Jan 10 • 44

Distilling Vision-Language Models on Millions of Videos

Paper • 2401.06129 • Published Jan 11 • 14

Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18 • 14

Rethinking FID: Towards a Better Evaluation Metric for Image Generation

Paper • 2401.09603 • Published Nov 30, 2023 • 14

Understanding Video Transformers via Universal Concept Discovery

Paper • 2401.10831 • Published Jan 19 • 7

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Paper • 2401.10774 • Published Jan 19 • 51

SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities

Paper • 2401.12168 • Published Jan 22 • 23

Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study

Paper • 2401.12789 • Published Jan 23 • 6

ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models

Paper • 2401.13311 • Published Jan 24 • 9

MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 42

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Paper • 2401.15947 • Published Jan 29 • 48

MouSi: Poly-Visual-Expert Vision-Language Models

Paper • 2401.17221 • Published Jan 30 • 7

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30 • 16

Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities

Paper • 2402.01831 • Published Feb 2 • 13

Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization

Paper • 2402.03161 • Published Feb 5 • 14

Rethinking Interpretability in the Era of Large Language Models

Paper • 2402.01761 • Published Jan 30 • 20

CogCoM: Train Large Vision-Language Models Diving into Details through Chain of Manipulations

Paper • 2402.04236 • Published Feb 6 • 7

Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6 • 10

Scaling Laws for Downstream Task Performance of Large Language Models

Paper • 2402.04177 • Published Feb 6 • 17

MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Paper • 2402.03766 • Published Feb 6 • 10

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6 • 22

Question Aware Vision Transformer for Multimodal Reasoning

Paper • 2402.05472 • Published Feb 8 • 7

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Paper • 2402.05935 • Published Feb 8 • 13

Making Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like

Paper • 2402.07383 • Published Feb 12 • 13

Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models

Paper • 2402.07865 • Published Feb 12 • 12

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Paper • 2402.07872 • Published Feb 12 • 15

Lumos : Empowering Multimodal LLMs with Scene Text Recognition

Paper • 2402.08017 • Published Feb 12 • 24

BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data

Paper • 2402.08093 • Published Feb 12 • 53

World Model on Million-Length Video And Language With RingAttention

Paper • 2402.08268 • Published Feb 13 • 36

Premise Order Matters in Reasoning with Large Language Models

Paper • 2402.08939 • Published Feb 14 • 24

How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15 • 37

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 92

DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows

Paper • 2402.10379 • Published Feb 16 • 28

LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing

Paper • 2402.10294 • Published Feb 15 • 22

A Touch, Vision, and Language Dataset for Multimodal Alignment

Paper • 2402.13232 • Published Feb 20 • 12

VideoPrism: A Foundational Visual Encoder for Video Understanding

Paper • 2402.13217 • Published Feb 20 • 20

Video ReCap: Recursive Captioning of Hour-Long Videos

Paper • 2402.13250 • Published Feb 20 • 21

Ouroboros: Speculative Decoding with Large Model Enhanced Drafting

Paper • 2402.13720 • Published Feb 21 • 5

Scaling Up LLM Reviews for Google Ads Content Moderation

Paper • 2402.14590 • Published Feb 7 • 7

TinyLLaVA: A Framework of Small-scale Large Multimodal Models

Paper • 2402.14289 • Published Feb 22 • 18

Towards Open-ended Visual Quality Comparison

Paper • 2402.16641 • Published Feb 26 • 16

Sora Generates Videos with Stunning Geometrical Consistency

Paper • 2402.17403 • Published Feb 27 • 16

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

Paper • 2402.19479 • Published Feb 29 • 31

Learning and Leveraging World Models in Visual Representation Learning

Paper • 2403.00504 • Published Mar 1 • 28

VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

Paper • 2403.00522 • Published Mar 1 • 41

MovieLLM: Enhancing Long Video Understanding with AI-Generated Movies

Paper • 2403.01422 • Published Mar 3 • 25