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Label-free GUI Grounding via Confidence-guided Negative. . . Graphical User Interface (GUI) grounding maps natural language instructions to precise interface locations for autonomous interaction Current supervised fine-tuning and reinforcement learning
Secure Inference for Diffusion Models via Unconditional Scores As diffusion model-based services expand across various domains, safeguarding client data privacy has become increasingly critical While fully homomorphic encryption and secure multi-party
Jonathan Gratch - OpenReview ACII 2021 CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems Kushal Chawla, Jaysa Ramirez, Rene Clever, Gale M Lucas, Jonathan May, Jonathan Gratch 2021 (modified: 04 Jan 2022) NAACL-HLT 2021 Towards Emotion-Aware Agents For Negotiation Dialogues Kushal Chawla, Rene Clever, Jaysa Ramirez, Gale M Lucas
Language Models as Implicit Tree Search | OpenReview The second AI acts like a clever "thinking coach," guiding the first one to explore ideas and find smart solutions, similar to how a chess AI master plans moves, but without the usual complex training steps This teamwork means AI can become both a better listener (understanding our preferences) and a sharper thinker (solving difficult problems)
Anchor Frame Bridging for Coherent First-Last Frame Video Generation According to the following review comments, our proposed Anchor Frame Bridging (AFB) holds significant potential implications for First-Last Frame Video Generation (FLF2V) in the context of controllable video generation: The work demonstrates significant novelty and practicality (All Reviewers) The proposed methodology is praised as "novel and clever", an "elegant, non-trivial solution", an
Achieving Dimension-Free Communication in Federated Learning via. . . With small and clever modifications to the previous algorithm by Fang et al (2022), this research effectively reduces the per-iteration communication costs to a constant for each agent Supported by both theoretical and experimental evidence, this new method significantly outperforms FedAvg in terms of communications costs
Sparse but Critical: A Token-Level Analysis of Distributional. . . Main claims of the paper are supported, but the execution of experiments might be significantly strenghtened further (see weaknesses) S2 Experiments with cross-sampling and advantage reweighting are interesting and clever and seem to be a promising analysis toolkit; however, see W3 and W4
SANA 1. 5: Efficient Scaling of Training-Time and Inference-Time. . . A clever sampling trick that lets smaller models temporarily boost their capabilities These innovations allow SANA-1 5 to match or exceed the performance of systems like Stable Diffusion XL while being more accessible