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Mathieu Virbel

Shows

Paper Brief
Paper BriefEP100 - Training Chain-of-Thought via Latent-Variable Inference
2023-12-0603 minPaper Brief
Paper BriefEP99 - Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models
2023-12-0602 minPaper Brief
Paper BriefEP98 - Voyager: An Open-Ended Embodied Agent with Large Language Models
2023-12-0503 minPaper Brief
Paper BriefEP97 - VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence
2023-12-0502 minPaper Brief
Paper BriefEP96 - DeepCache: Accelerating Diffusion Models for Free
2023-12-0503 minPaper Brief
Paper BriefEP95 - Segment Any 3D Gaussians
2023-12-0502 minPaper Brief
Paper BriefEP94 - Fast View Synthesis of Casual Videos
2023-12-0503 minPaper Brief
Paper BriefEP93 - Nash Learning from Human Feedback
2023-12-0502 minPaper Brief
Paper BriefEP92 - SANeRF-HQ: Segment Anything for NeRF in High Quality
2023-12-0502 minPaper Brief
Paper BriefEP91 - Segment and Caption Anything
2023-12-0502 minPaper Brief
Paper BriefEP90 - TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents
2023-12-0503 minPaper Brief
Paper BriefEP89 - Object Recognition as Next Token Prediction
2023-12-0502 minPaper Brief
Paper BriefEP88 - VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams
2023-12-0503 minPaper Brief
Paper BriefEP87 - The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
2023-12-0502 minPaper Brief
Paper BriefEP86 - GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis
2023-12-0502 minPaper Brief
Paper BriefEP85 - Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training
2023-12-0503 minPaper Brief
Paper BriefEP84 - Generative Powers of Ten
2023-12-0502 minPaper Brief
Paper BriefEP83 - Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments
2023-12-0503 minPaper Brief
Paper BriefEP82 - Rejuvenating image-GPT as Strong Visual Representation Learners
2023-12-0503 minPaper Brief
Paper BriefEP81 - DiffiT: Diffusion Vision Transformers for Image Generation
2023-12-0503 minPaper Brief
Paper BriefEP80 - Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models
2023-12-0502 minPaper Brief
Paper BriefEP79 - Style Aligned Image Generation via Shared Attention
2023-12-0503 minPaper Brief
Paper BriefEP78 - Magicoder: Source Code Is All You Need
2023-12-0502 minPaper Brief
Paper BriefEP77 - VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models
2023-12-0502 minPaper Brief
Paper BriefEP76 - RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
2023-12-0502 minPaper Brief
Paper BriefEP75 - GIVT: Generative Infinite-Vocabulary Transformers
2023-12-0503 minPaper Brief
Paper BriefEP74 - FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting
2023-12-0404 minPaper Brief
Paper BriefEP73 - Mamba: Linear-Time Sequence Modeling with Selective State Spaces
2023-12-0403 minPaper Brief
Paper BriefEP72 - Dolphins: Multimodal Language Model for Driving
2023-12-0402 minPaper Brief
Paper BriefEP71 - StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter
2023-12-0403 minPaper Brief
Paper BriefEP70 - Instruction-tuning Aligns LLMs to the Human Brain
2023-12-0402 minPaper Brief
Paper BriefEP69 - Merlin:Empowering Multimodal LLMs with Foresight Minds
2023-12-0402 minPaper Brief
Paper BriefEP68 - X-Dreamer: Creating High-quality 3D Content by Bridging the Domain Gap Between Text-to-2D and Text-to-3D Generation
2023-12-0403 minPaper Brief
Paper BriefEP67 - PyNeRF: Pyramidal Neural Radiance Fields
2023-12-0403 minPaper Brief
Paper BriefEP66 - MoMask: Generative Masked Modeling of 3D Human Motions
2023-12-0403 minPaper Brief
Paper BriefEP65 - HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models
2023-12-0403 minPaper Brief
Paper BriefEP64 - Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses
2023-12-0402 minPaper Brief
Paper BriefEP63 - Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering
2023-12-0402 minPaper Brief
Paper BriefEP62 - VideoBooth: Diffusion-based Video Generation with Image Prompts
2023-12-0403 minPaper Brief
Paper BriefEP61 - Text-Guided 3D Face Synthesis -- From Generation to Editing
2023-12-0402 minPaper Brief
Paper BriefEP60 - DREAM: Diffusion Rectification and Estimation-Adaptive Models
2023-12-0403 minPaper Brief
Paper BriefEP59 - SeaLLMs -- Large Language Models for Southeast Asia
2023-12-0402 minPaper Brief
Paper BriefEP58 - GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs
2023-12-0402 minPaper Brief
Paper BriefEP57 - Towards Accurate Differential Diagnosis with Large Language Models
2023-12-0402 minPaper Brief
Paper BriefEP56 - RO-LLaMA: Generalist LLM for Radiation Oncology via Noise Augmentation and Consistency Regularization
2023-11-2902 minPaper Brief
Paper BriefEP55 - Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers
2023-11-2902 minPaper Brief
Paper BriefEP54 - MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
2023-11-2902 minPaper Brief
Paper BriefEP53 - Global Performance Disparities Between English-Language Accents in Automatic Speech Recognition
2023-11-2302 minPaper Brief
Paper BriefEP52 - Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
2023-11-2302 minPaper Brief
Paper BriefEP51 - FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline
2023-11-2302 minPaper Brief
Paper BriefEP50 - LucidDreamer: Domain-free Generation of 3D Gaussian Splatting Scenes
2023-11-2304 minPaper Brief
Paper BriefEP49 - ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs
2023-11-2303 minPaper Brief
Paper BriefEP48 - Visual In-Context Prompting
2023-11-2302 minPaper Brief
Paper BriefEP47 - Diffusion360: Seamless 360 Degree Panoramic Image Generation based on Diffusion Models
2023-11-2302 minPaper Brief
Paper BriefEP46 - PG-Video-LLaVA: Pixel Grounding Large Video-Language Models
2023-11-2302 minPaper Brief
Paper BriefEP45 - Diffusion Model Alignment Using Direct Preference Optimization
2023-11-2302 minPaper Brief
Paper BriefEP44 - GAIA: a benchmark for General AI Assistants
2023-11-2302 minPaper Brief
Paper BriefEP43 - PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
2023-11-2202 minPaper Brief
Paper BriefEP42 - HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation of Speech by Hierarchical Variational Inference for Zero-shot Speech Synthesis
2023-11-2202 minPaper Brief
Paper BriefEP41 - PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics
2023-11-2202 minPaper Brief
Paper BriefEP40 - SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
2023-11-2202 minPaper Brief
Paper BriefEP39 - Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models
2023-11-2202 minPaper Brief
Paper BriefEP38 - MagicDance: Realistic Human Dance Video Generation with Motions & Facial Expressions Transfer
2023-11-2202 minPaper Brief
Paper BriefEP37 - NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation
2023-11-2203 minPaper Brief
Paper BriefEP36 - GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning
2023-11-2203 minPaper Brief
Paper BriefEP35 - System 2 Attention (is something you might need too)
2023-11-2101 minPaper Brief
Paper BriefEP34 - Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression
2023-11-2103 minPaper Brief
Paper BriefEP33 - LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching
2023-11-2103 minPaper Brief
Paper BriefEP32 - TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems
2023-11-2103 minPaper Brief
Paper BriefEP31 - Make Pixels Dance: High-Dynamic Video Generation
2023-11-2103 minPaper Brief
Paper BriefEP30 - Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
2023-11-2102 minPaper Brief
Paper BriefEP29 - Orca 2: Teaching Small Language Models How to Reason
2023-11-2102 minPaper Brief
Paper BriefEP28 - M$^{2}$UGen: Multi-modal Music Understanding and Generation with the Power of Large Language Models
2023-11-2103 minPaper Brief
Paper BriefEP27 - AutoStory: Generating Diverse Storytelling Images with Minimal Human Effort
2023-11-2102 minPaper Brief
Paper BriefEP26 - Exponentially Faster Language Modelling
2023-11-2103 minPaper Brief
Paper BriefEP25 - GPQA: A Graduate-Level Google-Proof Q&A Benchmark
2023-11-2102 minPaper Brief
Paper BriefEP24 - ProAgent: From Robotic Process Automation to Agentic Process Automation
2023-11-2103 minPaper Brief
Paper BriefEP23 - GPT-4V(ision) for Robotics: Multimodal Task Planning from Human Demonstration
2023-11-2103 minPaper Brief
Paper BriefEP22 - MultiLoRA: Democratizing LoRA for Better Multi-Task Learning
2023-11-2103 minPaper Brief
Paper BriefEP21 - ToolTalk: Evaluating Tool-Usage in a Conversational Setting
2023-11-2102 minPaper Brief
Paper BriefEP20 - Memory Augmented Language Models through Mixture of Word Experts
2023-11-2102 minPaper Brief
Paper BriefEP19 - VideoCon: Robust Video-Language Alignment via Contrast Captions
2023-11-2002 minPaper Brief
Paper BriefEP18 - I&S-ViT: An Inclusive & Stable Method for Pushing the Limit of Post-Training ViTs Quantization
2023-11-2003 minPaper Brief
Paper BriefEP17 - Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers
2023-11-2003 minPaper Brief
Paper BriefEP16 - Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning
2023-11-2003 minPaper Brief
Paper BriefEP15 - SelfEval: Leveraging the discriminative nature of generative models for evaluation
2023-11-2003 minPaper Brief
Paper BriefEP14 - Distilling and Retrieving Generalizable Knowledge for Robot Manipulation via Language Corrections
2023-11-2003 minPaper Brief
Paper BriefEP13 - Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
2023-11-2002 minPaper Brief
Paper BriefEP12 - MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture
2023-11-2002 minPaper Brief
Paper BriefEP11 - Testing Language Model Agents Safely in the Wild
2023-11-2002 minPaper Brief
Paper BriefEP10 - Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
2023-11-2002 minPaper Brief
Paper BriefEP9 - UnifiedVisionGPT: Streamlining Vision-Oriented AI through Generalized Multimodal Framework
2023-11-2002 minPaper Brief
Paper BriefEP8 - UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
2023-11-1903 minPaper Brief
Paper BriefEP7 - Adaptive Shells for Efficient Neural Radiance Field Rendering
2023-11-1903 minPaper Brief
Paper BriefEP6 - Contrastive Chain-of-Thought Prompting
2023-11-1902 minPaper Brief
Paper BriefEP5 - JaxMARL: Multi-Agent RL Environments in JAX
2023-11-1902 minPaper Brief
Paper BriefEP4 - Tied-Lora: Enhacing parameter efficiency of LoRA with weight tying
2023-11-1903 minPaper Brief
Paper BriefEP3 - Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectives
2023-11-1902 minPaper Brief
Paper BriefEP2 - The Chosen One: Consistent Characters in Text-to-Image Diffusion Models
2023-11-1902 minPaper Brief
Paper BriefEP1 - ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks
2023-11-1902 min