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Daily Papers

byAK and the research community

Feb 17

Submitted by

MaksimSTW

Experiential Reinforcement Learning

microsoft

5

Submitted by

ChenlongDeng

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

RUC-NLPIR

NLPIR Lab @ RUC

Submitted by

taesiri

BitDance: Scaling Autoregressive Generative Models with Binary Tokens

ByteDance

Submitted by

EilamSha

STATe-of-Thoughts: Structured Action Templates for Tree-of-Thoughts

·
6 authors

Submitted by

YellowjacketGames

Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts

Nanbeige

Nanbeige LLM Lab

Submitted by

Jhcircle

Query as Anchor: Scenario-Adaptive User Representation via Large Language Model

antgroup

Submitted by

CherryDurian

REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents

Submitted by

GoooDte

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

UniversityCollegeLondon

University College London

Submitted by

Mitiantian

Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training

GAIR

Submitted by

weizhoudb

Qute: Towards Quantum-Native Database

·
10 authors

Submitted by

aditya-taparia

Learning to Configure Agentic AI Systems

lens-lab-AI

Submitted by

lllqaq

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction

TIGER-Lab

Submitted by

taesiri

UniWeTok: An Unified Binary Tokenizer with Codebook Size 2^{128} for Unified Multimodal Large Language Model

ByteDance

Submitted by

VoyageWang

Embed-RL: Reinforcement Learning for Reasoning-Driven Multimodal Embeddings

Tsinghua University

Submitted by

taesiri

WebWorld: A Large-Scale World Model for Web Agent Training

Qwen

Qwen

Submitted by

taesiri

BrowseComp-V^3: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents

·
25 authors

Submitted by

aadarsh99

Conversational Image Segmentation: Grounding Abstract Concepts with Scalable Supervision

caltech

California institute of technology

Submitted by

jacklishufan

LaViDa-R1: Advancing Reasoning for Unified Multimodal Diffusion Language Models

adobe

Submitted by

taesiri

FireRed-Image-Edit-1.0 Techinical Report

·
19 authors

Submitted by

SteveZeyuZhang

MoRL: Reinforced Reasoning for Unified Motion Understanding and Generation

PekingUniversity

Peking University

Submitted by

jacklanda

LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts

bigai

Beijing Institute for General Artificial Intelligence

Submitted by

hao-li

AIDev: Studying AI Coding Agents on GitHub

·
3 authors

3

Submitted by

thebluser

EditCtrl: Disentangled Local and Global Control for Real-Time Generative Video Editing

CarnegieMellonU

Carnegie Mellon University

Submitted by

hanlincs

AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories

UNC-ChapelHill

University of North Carolina at Chapel Hill

Submitted by

lukas-struppek

Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks

AlignmentResearch

Submitted by

sandyherho

Preliminary sonification of ENSO using traditional Javanese gamelan scales

ITB

Institut Teknologi Bandung

Submitted by

Jforeverss

Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models

·
6 authors

Submitted by

zhenwang9102

CellMaster: Collaborative Cell Type Annotation in Single-Cell Analysis

UCSanDiego

University of California at San Diego

2

Submitted by

MariaFjodorowa

DHPLT: large-scale multilingual diachronic corpora and word representations for semantic change modelling

HPLT

HPLT

Submitted by

mandipgoswami

Acoustivision Pro: An Open-Source Interactive Platform for Room Impulse Response Analysis and Acoustic Characterization

·
1 authors

2

Submitted by

Franck-Dernoncourt

Benchmarking Knowledge-Extraction Attack and Defense on Retrieval-Augmented Generation

·
12 authors

Submitted by

Franck-Dernoncourt

Blind to the Human Touch: Overlap Bias in LLM-Based Summary Evaluation

·
8 authors

Submitted by

kaurkd13

Knowing Isn't Understanding: Re-grounding Generative Proactivity with Epistemic and Behavioral Insight

uwnlp

University of Washington NLP

Submitted by

nihalnayak

A Critical Look at Targeted Instruction Selection: Disentangling What Matters (and What Doesn't)

Harvard-DCML

Harvard Data-Centric Machine Learning Group

2

Submitted by

jroh

SPILLage: Agentic Oversharing on the Web

bravesoftware

Submitted by

ys-qu

Found-RL: foundation model-enhanced reinforcement learning for autonomous driving

Purdue

Purdue University