Grant Singleton

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commented a paper about 9 hours ago

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published 6 days ago • 139 •

4

commented a paper about 12 hours ago

On the Theoretical Limitations of Embedding-Based Retrieval

Paper • 2508.21038 • Published Aug 28, 2025 • 21 •

2

commented a paper about 21 hours ago

VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration

Paper • 2601.22674 • Published 5 days ago • 4 •

3

commented 4 papers 1 day ago

Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 11 •

3

AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios

Paper • 2601.20613 • Published 7 days ago • 9 •

3

TAM-Eval: Evaluating LLMs for Automated Unit Test Maintenance

Paper • 2601.18241 • Published 9 days ago • 7 •

3

THINKSAFE: Self-Generated Safety Alignment for Reasoning Models

Paper • 2601.23143 • Published 5 days ago • 38 •

3

commented a paper 2 days ago

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published 6 days ago • 53 •

4

commented 4 papers 3 days ago

Benchmarking Reward Hack Detection in Code Environments via Contrastive Analysis

Paper • 2601.20103 • Published 8 days ago • 1 •

3

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15 •

2

KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices

Paper • 2601.21579 • Published 6 days ago • 6 •

5

EEG Foundation Models: Progresses, Benchmarking, and Open Problems

Paper • 2601.17883 • Published 10 days ago • 19 •

4

commented 6 papers 4 days ago

Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery

Paper • 2601.20088 • Published 8 days ago • 1 •

1

How much do language models memorize?

Paper • 2505.24832 • Published May 30, 2025 • 4 •

2

Reinforcement Learning from Meta-Evaluation: Aligning Language Models Without Ground-Truth Labels

Paper • 2601.21268 • Published 7 days ago • 3 •

3

Flow-based Extremal Mathematical Structure Discovery

Paper • 2601.18005 • Published 10 days ago • 2 •

3

AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts

Paper • 2601.20730 • Published 7 days ago • 19 •

4

Toward PDDL Planning Copilot

Paper • 2509.12987 • Published Sep 16, 2025 • 1 •

1

commented 2 papers 5 days ago

Integrating Reinforcement Learning, Action Model Learning, and Numeric Planning for Tackling Complex Tasks

Paper • 2502.13006 • Published Feb 18, 2025 • 1 •

1

U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 16 •

1