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Foundation Models

4845 directly classified papers

Papers per year

Papers

LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble EMNLP 2024

MACAROON: Training Vision-Language Models To Be Your Engaged Partners EMNLP 2024

Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data EMNLP 2024

Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout EMNLP 2024

Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024

MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 2024

LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English EMNLP 2024

Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task EMNLP 2024

HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs EMNLP 2024

LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024

Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024

Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024

DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery CVPR 2024

Aligning and Prompting Everything All at Once for Universal Visual Perception CVPR 2024

Bayesian Exploration of Pre-trained Models for Low-shot Image Classification CVPR 2024

DUSt3R: Geometric 3D Vision Made Easy CVPR 2024

Collaborating Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024

AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One CVPR 2024

EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI CVPR 2024

Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities CVPR 2024

HRVDA: High-Resolution Visual Document Assistant CVPR 2024

VILA: On Pre-training for Visual Language Models CVPR 2024

Diff-BGM: A Diffusion Model for Video Background Music Generation CVPR 2024

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models CVPR 2024

Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024