SLiMe: Segment Like Me
Paper
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2309.03179
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Published
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29
Interesting Papers
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Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
Paper • 2309.02591 • Published • 12 -
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
LEAP Hand: Low-Cost, Efficient, and Anthropomorphic Hand for Robot Learning
Paper • 2309.06440 • Published • 9 -
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
Paper • 2309.06380 • Published • 32 -
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models
Paper • 2309.05793 • Published • 50 -
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Paper • 2309.06126 • Published • 16 -
Stabilizing RLHF through Advantage Model and Selective Rehearsal
Paper • 2309.10202 • Published • 9 -
Multimodal Foundation Models: From Specialists to General-Purpose Assistants
Paper • 2309.10020 • Published • 39 -
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions
Paper • 2309.10150 • Published • 23 -
A Large-scale Dataset for Audio-Language Representation Learning
Paper • 2309.11500 • Published • 9 -
LMDX: Language Model-based Document Information Extraction and Localization
Paper • 2309.10952 • Published • 60 -
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
Paper • 2309.11998 • Published • 22 -
Calibrating LLM-Based Evaluator
Paper • 2309.13308 • Published • 10 -
Exploring Large Language Models' Cognitive Moral Development through Defining Issues Test
Paper • 2309.13356 • Published • 36 -
PaLI-3 Vision Language Models: Smaller, Faster, Stronger
Paper • 2310.09199 • Published • 20 -
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 61 -
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Paper • 2310.13671 • Published • 17 -
TiC-CLIP: Continual Training of CLIP Models
Paper • 2310.16226 • Published • 7 -
RoboVQA: Multimodal Long-Horizon Reasoning for Robotics
Paper • 2311.00899 • Published • 7 -
RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation
Paper • 2311.01455 • Published • 25 -
FlashDecoding++: Faster Large Language Model Inference on GPUs
Paper • 2311.01282 • Published • 30 -
OtterHD: A High-Resolution Multi-modality Model
Paper • 2311.04219 • Published • 30 -
PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers
Paper • 2311.09180 • Published • 7 -
Faithful Persona-based Conversational Dataset Generation with Large Language Models
Paper • 2312.10007 • Published • 6 -
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Paper • 2312.09390 • Published • 32 -
StarVector: Generating Scalable Vector Graphics Code from Images
Paper • 2312.11556 • Published • 26 -
AppAgent: Multimodal Agents as Smartphone Users
Paper • 2312.13771 • Published • 49 -
Taiyi-Diffusion-XL: Advancing Bilingual Text-to-Image Generation with Large Vision-Language Model Support
Paper • 2401.14688 • Published • 12 -
From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities
Paper • 2401.15071 • Published • 33 -
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
Paper • 2401.16158 • Published • 15 -
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding
Paper • 2402.16671 • Published • 26 -
MyVLM: Personalizing VLMs for User-Specific Queries
Paper • 2403.14599 • Published • 14 -
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Paper • 2404.07972 • Published • 40 -
The Rise and Potential of Large Language Model Based Agents: A Survey
Paper • 2309.07864 • Published • 5