Umamahesh Janapareddi

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upvoted 3 papers 3 months ago

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

Paper • 2604.13602 • Published Apr 15 • 32

Elucidating the SNR-t Bias of Diffusion Probabilistic Models

Paper • 2604.16044 • Published Apr 17 • 73

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

Paper • 2604.18168 • Published Apr 20 • 96

upvoted a paper 7 months ago

MAXS: Meta-Adaptive Exploration with LLM Agents

Paper • 2601.09259 • Published Jan 14 • 96

upvoted a collection 7 months ago

Qwen3-VL-Embedding

Collection

2 items • Updated Jan 8 • 71

upvoted a paper 7 months ago

Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 99

upvoted 2 papers 8 months ago

SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion

Paper • 2503.11576 • Published Mar 14, 2025 • 165

HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices

Paper • 2512.14052 • Published Dec 16, 2025 • 43