CLEVER: A Curated Benchmark for Formally Verified Code Generation
TL;DR: We introduce CLEVER, a hand-curated benchmark for verified code generation in Lean. It requires full formal specs and proofs. No few-shot method solves all stages, making it a
Design and Sizing of Solar Photovoltaic Systems
The 6-hour course covers fundamental principles behind working of a solar PV system, use of different components in a system, methodology of sizing these components and how these can be applied to
Dual-Model Defense: Safeguarding Diffusion Models from Membership
Membership inference and memorization is a key challenge with diffusion models. Mitigating such vulnerabilities is hence an important topic. The idea of using an ensemble of model is
Submissions | OpenReview
Promoting openness in scientific communication and the peer-review process
The Clever Hans Mirage: A Comprehensive Survey on Spurious...
This survey on spurious correlations uses the Clever Hans metaphor to motivate the problem, formalizes a group-based setup g=(y,a) with core metrics (worst-group, average-group, bias
Angel Oaks | Strang
STRANG is a Miami-based design firm renowned for advancing the principles of Environmental Modernism in extraordinary locations around the world. This concept, dubbed by the firm, reflects
Clever: A Curated Benchmark for Formally Verified Code Generation
We introduce CLEVER, the first curated benchmark for evaluating the generation of specifications and formally verified code in Lean. The benchmark comprises of 161 programming problems; it evaluates
Counterfactual Debiasing for Fact Verification
579 In this paper, we have proposed a novel counter- factual framework CLEVER for debiasing fact- checking models. Unlike existing works, CLEVER is augmentation-free and mitigates biases on infer-
Technical Specifications for On-site Solar Photovoltaic Systems
Browse customizable technical specifications templates from FEMP. Customizable template for federal government agencies seeking the construction of one or more on-site solar PV systems.
Evaluating the Robustness of Neural Networks: An Extreme Value...
Our analysis yields a novel robustness metric called CLEVER, which is short for Cross Lipschitz Extreme Value for nEtwork Robustness. The proposed CLEVER score is attack-agnostic
Press | Strang
STRANG is a Miami-based design firm renowned for advancing the principles of Environmental Modernism in extraordinary locations around the world. This concept, dubbed by the firm, reflects
Projects | Strang
STRANG is a Miami-based design firm renowned for advancing the principles of Environmental Modernism in extraordinary locations around the world. This concept, dubbed by the firm, reflects
Strang
STRANG is a Miami-based design firm renowned for advancing the principles of Environmental Modernism in extraordinary locations around the world. This concept, dubbed by the firm, reflects
Interview with Max Strang | Strang
STRANG is a Miami-based design firm renowned for advancing the principles of Environmental Modernism in extraordinary locations around the world. This concept, dubbed by the firm, reflects
INSIDE NATURE
IN DESIGN AND REAL ESTATE, some things are just meant to be. Andy Gilon and Astrid Alves were so enamored with Coconut Grove''s Rock House, the name renowned architect Max Strang gave to
STAIR: Improving Safety Alignment with Introspective Reasoning
One common approach is training models to refuse unsafe queries, but this strategy can be vulnerable to clever prompts, often referred to as jailbreak attacks, which can trick the AI into
Rock House | Strang
STRANG is a Miami-based design firm renowned for advancing the principles of Environmental Modernism in extraordinary locations around the world. This concept, dubbed by the firm, reflects
Rethinking Resilient Coastal Design on Florida''s Gulf Coast
cross the Gulf Coast, resilient design has become less about creating a fortress and more about working with the forces that shape its environment. When Hurricane Ian struck in 2022, followed by Helene
CLEVER: A Curated Benchmark for Formally Verified Code Generation
This paper introduces CLEVER, a benchmark dataset designed to evaluate LLMs on formally verified code generation. It consists of 161 carefully crafted Lean specifications derived from
Max Strang''s Florida Language | Strang
STRANG is a Miami-based design firm renowned for advancing the principles of Environmental Modernism in extraordinary locations around the world. This concept, dubbed by the firm, reflects
On the Planning Abilities of Large Language Models : A Critical
While, as we mentioned earlier, there can be thorny “clever hans” issues about humans prompting LLMs, an automated verifier mechanically backprompting the LLM doesn''t suffer from these. We